{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-08-04T13:30:32.648122400Z",
     "start_time": "2023-08-04T13:30:29.079659Z"
    },
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import logging\n",
    "import json\n",
    "from typing import Tuple, Optional\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import torch\n",
    "import torch.nn as nn\n",
    "from torch.utils.data import Dataset\n",
    "from PIL import Image, ImageOps\n",
    "\n",
    "logging.basicConfig(\n",
    "    level=logging.DEBUG,\n",
    "    format=\"%(asctime)s [%(levelname)s] [%(filename)s:%(lineno)d] %(message)s\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-08-05 21:23:47,064 [INFO] [989778963.py:4] using cuda: Tesla T4\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "device(type='cuda', index=3)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "default_cuda_device = 'cuda:3'\n",
    "\n",
    "if torch.cuda.is_available():\n",
    "    logging.info(f'using cuda: {torch.cuda.get_device_name(0)}')\n",
    "\n",
    "device = torch.device(default_cuda_device if torch.cuda.is_available() else 'cpu')\n",
    "device"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-08-04T13:30:33.544308Z",
     "start_time": "2023-08-04T13:30:32.649119900Z"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-08-05 21:23:50,691 [INFO] [2257720375.py:23] loading dataset...\n",
      "2023-08-05 21:23:52,356 [INFO] [2257720375.py:40] dataset loaded.\n",
      "2023-08-05 21:23:52,358 [DEBUG] [2257720375.py:49] loading image: [2002] Backmoth537.jpg\n",
      "2023-08-05 21:23:52,372 [DEBUG] [pyplot.py:339] Loaded backend module://matplotlib_inline.backend_inline version unknown.\n",
      "2023-08-05 21:23:52,374 [DEBUG] [pyplot.py:339] Loaded backend module://matplotlib_inline.backend_inline version unknown.\n",
      "2023-08-05 21:23:52,378 [DEBUG] [font_manager.py:1379] findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=10.0.\n",
      "2023-08-05 21:23:52,379 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmss10.ttf', name='cmss10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,380 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerifDisplay.ttf', name='DejaVu Serif Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,381 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBol.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,382 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansDisplay.ttf', name='DejaVu Sans Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,383 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmr10.ttf', name='cmr10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,385 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBolIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,386 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmsy10.ttf', name='cmsy10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,389 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymBol.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,390 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n",
      "2023-08-05 21:23:52,391 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-BoldOblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,392 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymReg.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,393 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,393 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,394 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymBol.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,395 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymReg.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,396 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUni.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,397 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,398 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmtt10.ttf', name='cmtt10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,399 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,400 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneral.ttf', name='STIXGeneral', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,401 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymReg.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,401 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymBol.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,402 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 1.335\n",
      "2023-08-05 21:23:52,403 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,404 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralItalic.ttf', name='STIXGeneral', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,409 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n",
      "2023-08-05 21:23:52,410 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,410 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFiveSymReg.ttf', name='STIXSizeFiveSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,411 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmb10.ttf', name='cmb10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,412 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 1.05\n",
      "2023-08-05 21:23:52,413 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymBol.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,414 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBolIta.ttf', name='STIXGeneral', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,414 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmex10.ttf', name='cmex10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,415 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmmi10.ttf', name='cmmi10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,416 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Oblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,417 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBol.ttf', name='STIXGeneral', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,418 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymReg.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,418 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,419 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,420 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree.ttf', name='Waree', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,421 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,422 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Bold.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,422 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Uroob-Regular.ttf', name='Uroob', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,423 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,424 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-malayalam/Lohit-Malayalam.ttf', name='Lohit Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,425 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Bold.ttf', name='Laksaman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,426 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-kalapi/Kalapi.ttf', name='Kalapi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,427 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBoldItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,427 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Bold.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,428 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-BoldOblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n",
      "2023-08-05 21:23:52,429 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOSsys.ttf', name='Khmer OS System', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,430 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,431 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,432 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-telugu/Lohit-Telugu.ttf', name='Lohit Telugu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,432 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-RI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,433 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Italic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n",
      "2023-08-05 21:23:52,434 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-BoldItalic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,435 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/NATS.ttf', name='NATS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,436 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-L.ttf', name='Ubuntu', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,437 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil-classical/Lohit-Tamil-Classical.ttf', name='Lohit Tamil Classical', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,437 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMono.ttf', name='FreeMono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,438 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Medium-0.5.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,439 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,440 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Navilu/Navilu.ttf', name='Navilu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,441 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Bold.ttf', name='Rasa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,441 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,442 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Oblique.ttf', name='Umpush', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,443 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sahadeva/sahadeva.ttf', name='Sahadeva', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,444 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sarai/Sarai.ttf', name='Sarai', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,445 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-orya-extra/utkal.ttf', name='ori1Uni', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,445 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/NTR.ttf', name='NTR', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,446 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstQurn.ttf', name='KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,447 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/arphic/ukai.ttc', name='AR PL UKai CN', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,448 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Nakula/nakula.ttf', name='Nakula', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,448 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/LikhanNormal.ttf', name='Likhan', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,449 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Oblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,450 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Regular.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,450 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne.ttf', name='KacstOne', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,451 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,452 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,453 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-SemiBoldItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,454 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-MediumItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,454 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSans.ttf', name='FreeSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,455 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-R.ttf', name='Ubuntu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,456 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,457 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Bold.otf', name='C059', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,457 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Bold.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,458 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstOffice.ttf', name='KacstOffice', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,459 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-BoldOblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,460 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa.ttf', name='Purisa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,460 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Gurajada.ttf', name='Gurajada', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,461 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOS.ttf', name='Khmer OS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,462 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-BoldOblique.ttf', name='Garuda', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,463 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Regular.otf', name='Nimbus Roman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,463 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-kannada/Lohit-Kannada.ttf', name='Lohit Kannada', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,464 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Oblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,465 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-BI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,466 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-devanagari/Lohit-Devanagari.ttf', name='Lohit Devanagari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,466 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,467 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gargi/Gargi.ttf', name='Gargi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,468 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Bold.1.1.ttf', name='padmaa-Bold.1.1', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,468 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Italic.ttf', name='Kinnari', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,469 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Book.otf', name='URW Gothic', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,470 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoMono-Regular.ttf', name='Noto Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,470 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-BoldOblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,471 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Bold.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,472 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstScreen.ttf', name='KacstScreen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,473 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Oblique.ttf', name='Purisa', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,473 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,474 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Bold.ttf', name='Purisa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,475 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/suranna.ttf', name='Suranna', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,475 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Regular.otf', name='Gayathri', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,476 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/Mukti.ttf', name='Mukti', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,477 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Bold.ttf', name='Kinnari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,478 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-LightOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,478 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Bold.otf', name='Nimbus Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,479 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Peddana-Regular.ttf', name='Peddana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,480 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,480 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-SemiBold.ttf', name='Yrsa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,481 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Oblique.ttf', name='Norasi', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,482 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tibetan-machine/TibetanMachineUni.ttf', name='Tibetan Machine Uni', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,482 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/pagul/Pagul.ttf', name='Pagul', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,483 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Regular.ttf', name='Yrsa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,484 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/Rekha.ttf', name='Rekha', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,485 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-BoldItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,485 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Bold.ttf', name='Rachana', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,486 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-LightItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,486 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,487 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDecorative.ttf', name='KacstDecorative', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,488 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/dhurjati.ttf', name='Dhurjati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,488 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Light.ttf', name='Rasa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,489 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Regular.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n",
      "2023-08-05 21:23:52,490 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,505 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-BoldItalic.ttf', name='Laksaman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,505 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-BoldOblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,506 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Bold.otf', name='Nimbus Roman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,506 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Ponnala.ttf', name='Ponnala', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,507 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Suruma.ttf', name='Suruma', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,507 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/JamrulNormal.ttf', name='Jamrul', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,508 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-Th.ttf', name='Ubuntu', style='normal', variant='normal', weight=250, stretch='normal', size='scalable')) = 10.1925\n",
      "2023-08-05 21:23:52,508 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Oblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n",
      "2023-08-05 21:23:52,509 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Regular.otf', name='Manjari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,509 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-LI.ttf', name='Ubuntu', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,510 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Italic.otf', name='C059', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,510 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-RI.ttf', name='Ubuntu', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,511 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Bold.ttf', name='Waree', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,511 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gubbi/Gubbi.ttf', name='Gubbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,512 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n",
      "2023-08-05 21:23:52,512 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/PottiSreeramulu.ttf', name='Potti Sreeramulu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,515 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstArt.ttf', name='KacstArt', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,515 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,516 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Oblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,516 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lao/Phetsarath_OT.ttf', name='Phetsarath OT', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,517 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,517 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldOblique.ttf', name='Norasi', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,518 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Bold.ttf', name='Umpush', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,518 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Bold.ttf', name='Loma', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,520 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/droid/DroidSansFallbackFull.ttf', name='Droid Sans Fallback', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,520 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-BoldItalic.otf', name='P052', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,521 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,522 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Bold.otf', name='Manjari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,522 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitleL.ttf', name='KacstTitleL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,523 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-BoldItalic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n",
      "2023-08-05 21:23:52,523 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/Pothana2000.ttf', name='Pothana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,524 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda.ttf', name='Garuda', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,524 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,525 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Regular.ttf', name='Padauk Book', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,526 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-BoldOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,527 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee.ttf', name='Sawasdee', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,527 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Bold.ttf', name='Sawasdee', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,528 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-DemiItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,528 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Mandali-Regular.ttf', name='Mandali', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,529 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-bengali/Lohit-Bengali.ttf', name='Lohit Bengali', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,529 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/RaghuMalayalamSans-Regular.ttf', name='RaghuMalayalamSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,530 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBoldOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,531 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-BoldOblique.ttf', name='Purisa', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,531 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-gujarati/Lohit-Gujarati.ttf', name='Lohit Gujarati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,532 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Karumbi-Regular.ttf', name='Karumbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,532 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Regular.ttf', name='Rasa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,533 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-BoldOblique.ttf', name='Loma', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,533 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBoldOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,534 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoSansMono-Bold.ttf', name='Noto Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,534 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Bold.ttf', name='Padauk Book', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,535 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-punjabi/Lohit-Gurmukhi.ttf', name='Lohit Gurmukhi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,535 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPoster.ttf', name='KacstPoster', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,536 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Bold.otf', name='Gayathri', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,536 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,537 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,537 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Regular.otf', name='Nimbus Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,538 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Medium.ttf', name='Yrsa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,538 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Regular.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n",
      "2023-08-05 21:23:52,539 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/TimmanaRegular.ttf', name='Timmana', style='normal', variant='normal', weight=900, stretch='normal', size='scalable')) = 10.525\n",
      "2023-08-05 21:23:52,539 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Dyuthi-Regular.ttf', name='Dyuthi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,540 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-DemiOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,540 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Italic.otf', name='P052', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,541 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-C.ttf', name='Ubuntu Condensed', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n",
      "2023-08-05 21:23:52,542 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Bold.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,542 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/chandas1-2.ttf', name='Chandas', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,542 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Oblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,543 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/D050000L.otf', name='D050000L', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,543 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Oblique.ttf', name='Garuda', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,544 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitle.ttf', name='KacstTitle', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,544 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-assamese/Lohit-Assamese.ttf', name='Lohit Assamese', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,545 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Roman.otf', name='C059', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,546 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Light.ttf', name='Umpush', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,546 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/vemana2000.ttf', name='Vemana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,547 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,547 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPen.ttf', name='KacstPen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,548 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/StandardSymbolsPS.otf', name='Standard Symbols PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,548 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-LightItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,549 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldOblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,549 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Suravaram.ttf', name='Suravaram', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,550 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-BookOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,550 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBold.ttf', name='FreeMono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,551 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Italic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,551 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Regular.ttf', name='Rachana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,552 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Roman.otf', name='P052', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,553 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Oblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,553 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Bold.ttf', name='Padauk', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,554 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBold.ttf', name='FreeSans', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,554 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Keraleeyam-Regular.ttf', name='Keraleeyam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,560 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstFarsi.ttf', name='KacstFarsi', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,561 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/Ani.ttf', name='Ani', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,561 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Demi.otf', name='URW Bookman', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,562 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/aakar-medium.ttf', name='aakar', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,562 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstLetter.ttf', name='KacstLetter', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,563 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Meera-Regular.ttf', name='Meera', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,563 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Oblique.ttf', name='Waree', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,564 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/TenaliRamakrishna-Regular.ttf', name='TenaliRamakrishna', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,565 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Gidugu.ttf', name='Gidugu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,565 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBold.ttf', name='FreeSerif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,566 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldItalic.ttf', name='Kinnari', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,566 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstBook.ttf', name='KacstBook', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,567 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,567 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDigital.ttf', name='KacstDigital', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,568 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Bold.ttf', name='Garuda', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,568 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Bold.otf', name='P052', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,569 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Italic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,569 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-B.ttf', name='Ubuntu', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,570 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-SemiBold.ttf', name='Rasa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,570 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Medium.ttf', name='Rasa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,571 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-oriya/Lohit-Odia.ttf', name='Lohit Odia', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,571 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,573 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Bold.ttf', name='Yrsa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,573 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,574 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil/Lohit-Tamil.ttf', name='Lohit Tamil', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,574 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Italic.ttf', name='Yrsa', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,575 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Bold.ttf', name='Norasi', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,575 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-B.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,576 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/LakkiReddy.ttf', name='LakkiReddy', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,576 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Demi.otf', name='URW Gothic', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,577 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/MitraMono.ttf', name='Mitra ', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,577 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n",
      "2023-08-05 21:23:52,578 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerif.ttf', name='FreeSerif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,578 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi.ttf', name='Norasi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,578 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Thin.otf', name='Gayathri', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,579 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush.ttf', name='Umpush', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,579 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Light.otf', name='URW Bookman', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,580 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldItalic.ttf', name='Norasi', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,580 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-BoldOblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,581 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-BoldOblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,581 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-BdIta.otf', name='C059', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,581 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma.ttf', name='Loma', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,582 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,582 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,583 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-BoldItalic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,583 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,584 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Italic.ttf', name='Laksaman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,584 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/mallanna.ttf', name='Mallanna', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,585 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Bold.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,585 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstNaskh.ttf', name='KacstNaskh', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,586 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-MI.ttf', name='Ubuntu', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,586 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/Z003-MediumItalic.otf', name='Z003', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,587 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Ramaraja-Regular.ttf', name='Ramaraja', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,587 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman.ttf', name='Laksaman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,588 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/samanata.ttf', name='Samanata', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,588 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,589 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Chilanka-Regular.otf', name='Chilanka', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,589 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/mry_KacstQurn.ttf', name='mry_KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,589 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Regular.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,590 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/ramabhadra.ttf', name='Ramabhadra', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,590 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/SreeKrushnadevaraya.ttf', name='Sree Krushnadevaraya', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,591 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,591 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Bold.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n",
      "2023-08-05 21:23:52,592 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/abyssinica/AbyssinicaSIL-Regular.ttf', name='Abyssinica SIL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,592 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/SyamalaRamana.ttf', name='Syamala Ramana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,593 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Gujarati.ttf', name='Samyak Gujarati', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,593 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Italic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,594 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-M.ttf', name='Ubuntu', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,594 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Regular.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,594 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,595 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-BI.ttf', name='Ubuntu', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,595 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/Muktibold.ttf', name='Mukti', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,596 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/RaviPrakash.ttf', name='RaviPrakash', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,596 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-R.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,597 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Oblique.ttf', name='Loma', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,597 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,598 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,598 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Regular.ttf', name='Padauk', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,599 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Italic.ttf', name='Norasi', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,599 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Bold.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n",
      "2023-08-05 21:23:52,600 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Thin.otf', name='Manjari', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,600 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,600 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-BoldOblique.ttf', name='Waree', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,601 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak/Samyak-Devanagari.ttf', name='Samyak Devanagari', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,601 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/libreoffice/opens___.ttf', name='OpenSymbol', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,602 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,602 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Malayalam.ttf', name='Samyak Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,603 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Tamil.ttf', name='Samyak Tamil', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,603 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Bold.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,604 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoSansMono-Regular.ttf', name='Noto Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,604 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Oblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,605 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Light.ttf', name='Yrsa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,605 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari.ttf', name='Kinnari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,606 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne-Bold.ttf', name='KacstOne', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,606 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-BoldItalic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,606 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/AnjaliOldLipi-Regular.ttf', name='AnjaliOldLipi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,607 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/kalimati.ttf', name='Kalimati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,607 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-guru-extra/Saab.ttf', name='Saab', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,608 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,608 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/sinhala/lklug.ttf', name='LKLUG', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,609 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/arphic/uming.ttc', name='AR PL UMing CN', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,616 [DEBUG] [font_manager.py:1422] findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=10.0 to DejaVu Sans ('/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf') with score of 0.050000.\n",
      "2023-08-05 21:23:52,646 [DEBUG] [font_manager.py:1379] findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=12.0.\n",
      "2023-08-05 21:23:52,646 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmss10.ttf', name='cmss10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,647 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerifDisplay.ttf', name='DejaVu Serif Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,647 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBol.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,648 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansDisplay.ttf', name='DejaVu Sans Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,648 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmr10.ttf', name='cmr10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,648 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBolIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,649 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmsy10.ttf', name='cmsy10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,649 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymBol.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,651 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n",
      "2023-08-05 21:23:52,651 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-BoldOblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,651 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymReg.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,652 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,652 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,653 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymBol.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,653 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymReg.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,654 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUni.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,654 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,654 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmtt10.ttf', name='cmtt10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,655 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,655 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneral.ttf', name='STIXGeneral', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,656 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymReg.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,656 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymBol.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,656 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 1.335\n",
      "2023-08-05 21:23:52,657 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,657 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralItalic.ttf', name='STIXGeneral', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,658 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n",
      "2023-08-05 21:23:52,658 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,658 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFiveSymReg.ttf', name='STIXSizeFiveSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,659 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmb10.ttf', name='cmb10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,659 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 1.05\n",
      "2023-08-05 21:23:52,660 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymBol.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,660 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBolIta.ttf', name='STIXGeneral', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,660 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmex10.ttf', name='cmex10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,661 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/cmmi10.ttf', name='cmmi10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,661 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Oblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,662 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBol.ttf', name='STIXGeneral', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,662 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymReg.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,662 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,663 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,663 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree.ttf', name='Waree', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,663 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,664 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Bold.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,664 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Uroob-Regular.ttf', name='Uroob', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,665 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,665 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-malayalam/Lohit-Malayalam.ttf', name='Lohit Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,666 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Bold.ttf', name='Laksaman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,666 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-kalapi/Kalapi.ttf', name='Kalapi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,666 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBoldItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,667 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Bold.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,667 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-BoldOblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n",
      "2023-08-05 21:23:52,668 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOSsys.ttf', name='Khmer OS System', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,668 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,668 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,669 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-telugu/Lohit-Telugu.ttf', name='Lohit Telugu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,669 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-RI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,670 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Italic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n",
      "2023-08-05 21:23:52,670 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-BoldItalic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,670 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/NATS.ttf', name='NATS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,671 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-L.ttf', name='Ubuntu', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,671 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil-classical/Lohit-Tamil-Classical.ttf', name='Lohit Tamil Classical', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,672 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMono.ttf', name='FreeMono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,672 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Medium-0.5.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,673 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,673 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Navilu/Navilu.ttf', name='Navilu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,673 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Bold.ttf', name='Rasa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,674 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,674 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Oblique.ttf', name='Umpush', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,675 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sahadeva/sahadeva.ttf', name='Sahadeva', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,675 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sarai/Sarai.ttf', name='Sarai', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,675 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-orya-extra/utkal.ttf', name='ori1Uni', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,676 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/NTR.ttf', name='NTR', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,676 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstQurn.ttf', name='KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,677 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/arphic/ukai.ttc', name='AR PL UKai CN', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,677 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Nakula/nakula.ttf', name='Nakula', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,677 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/LikhanNormal.ttf', name='Likhan', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,684 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Oblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,684 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Regular.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,685 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne.ttf', name='KacstOne', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,685 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,686 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,686 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-SemiBoldItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,687 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-MediumItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,687 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSans.ttf', name='FreeSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,687 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-R.ttf', name='Ubuntu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,688 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,689 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Bold.otf', name='C059', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,689 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Bold.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,690 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstOffice.ttf', name='KacstOffice', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,690 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-BoldOblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,690 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa.ttf', name='Purisa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,691 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Gurajada.ttf', name='Gurajada', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,691 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOS.ttf', name='Khmer OS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,692 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-BoldOblique.ttf', name='Garuda', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,692 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Regular.otf', name='Nimbus Roman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,692 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-kannada/Lohit-Kannada.ttf', name='Lohit Kannada', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,693 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Oblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,693 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-BI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,694 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-devanagari/Lohit-Devanagari.ttf', name='Lohit Devanagari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,694 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,694 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gargi/Gargi.ttf', name='Gargi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,695 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Bold.1.1.ttf', name='padmaa-Bold.1.1', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,695 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Italic.ttf', name='Kinnari', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,696 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Book.otf', name='URW Gothic', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,696 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoMono-Regular.ttf', name='Noto Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,696 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-BoldOblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,697 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Bold.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,697 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstScreen.ttf', name='KacstScreen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,698 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Oblique.ttf', name='Purisa', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,698 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,699 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Bold.ttf', name='Purisa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,699 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/suranna.ttf', name='Suranna', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,699 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Regular.otf', name='Gayathri', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,700 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/Mukti.ttf', name='Mukti', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,700 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Bold.ttf', name='Kinnari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,701 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-LightOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,701 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Bold.otf', name='Nimbus Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,702 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Peddana-Regular.ttf', name='Peddana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,702 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,702 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-SemiBold.ttf', name='Yrsa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,703 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Oblique.ttf', name='Norasi', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,703 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tibetan-machine/TibetanMachineUni.ttf', name='Tibetan Machine Uni', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,704 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/pagul/Pagul.ttf', name='Pagul', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,704 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Regular.ttf', name='Yrsa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,705 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/Rekha.ttf', name='Rekha', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,705 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-BoldItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,705 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Bold.ttf', name='Rachana', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,706 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-LightItalic.ttf', name='Yrsa', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,706 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,707 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDecorative.ttf', name='KacstDecorative', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,707 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/dhurjati.ttf', name='Dhurjati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,707 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Light.ttf', name='Rasa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,708 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Regular.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n",
      "2023-08-05 21:23:52,708 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,709 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-BoldItalic.ttf', name='Laksaman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,709 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-BoldOblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,710 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Bold.otf', name='Nimbus Roman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,710 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Ponnala.ttf', name='Ponnala', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,710 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Suruma.ttf', name='Suruma', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,711 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/JamrulNormal.ttf', name='Jamrul', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,711 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-Th.ttf', name='Ubuntu', style='normal', variant='normal', weight=250, stretch='normal', size='scalable')) = 10.1925\n",
      "2023-08-05 21:23:52,712 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Oblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n",
      "2023-08-05 21:23:52,712 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Regular.otf', name='Manjari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,713 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-LI.ttf', name='Ubuntu', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,713 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Italic.otf', name='C059', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,713 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-RI.ttf', name='Ubuntu', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,714 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Bold.ttf', name='Waree', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,714 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gubbi/Gubbi.ttf', name='Gubbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,715 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n",
      "2023-08-05 21:23:52,715 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/PottiSreeramulu.ttf', name='Potti Sreeramulu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,716 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstArt.ttf', name='KacstArt', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,716 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,716 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Oblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,717 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lao/Phetsarath_OT.ttf', name='Phetsarath OT', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,717 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,718 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldOblique.ttf', name='Norasi', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,724 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Bold.ttf', name='Umpush', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,724 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Bold.ttf', name='Loma', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,725 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/droid/DroidSansFallbackFull.ttf', name='Droid Sans Fallback', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,725 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-BoldItalic.otf', name='P052', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,726 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,726 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Bold.otf', name='Manjari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,726 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitleL.ttf', name='KacstTitleL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,727 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-BoldItalic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n",
      "2023-08-05 21:23:52,727 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/Pothana2000.ttf', name='Pothana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,728 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda.ttf', name='Garuda', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,728 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,728 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Regular.ttf', name='Padauk Book', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,729 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-BoldOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,729 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee.ttf', name='Sawasdee', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,730 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Bold.ttf', name='Sawasdee', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,730 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-DemiItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,730 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Mandali-Regular.ttf', name='Mandali', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,731 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-bengali/Lohit-Bengali.ttf', name='Lohit Bengali', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,731 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/RaghuMalayalamSans-Regular.ttf', name='RaghuMalayalamSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,732 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBoldOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,732 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-BoldOblique.ttf', name='Purisa', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,732 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-gujarati/Lohit-Gujarati.ttf', name='Lohit Gujarati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,733 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Karumbi-Regular.ttf', name='Karumbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,733 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Regular.ttf', name='Rasa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,734 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-BoldOblique.ttf', name='Loma', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,734 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBoldOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,734 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoSansMono-Bold.ttf', name='Noto Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,735 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Bold.ttf', name='Padauk Book', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,735 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-punjabi/Lohit-Gurmukhi.ttf', name='Lohit Gurmukhi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,736 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPoster.ttf', name='KacstPoster', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,736 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Bold.otf', name='Gayathri', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,736 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,737 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,737 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Regular.otf', name='Nimbus Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,738 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Medium.ttf', name='Yrsa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,738 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Regular.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n",
      "2023-08-05 21:23:52,738 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/TimmanaRegular.ttf', name='Timmana', style='normal', variant='normal', weight=900, stretch='normal', size='scalable')) = 10.525\n",
      "2023-08-05 21:23:52,739 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Dyuthi-Regular.ttf', name='Dyuthi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,739 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-DemiOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n",
      "2023-08-05 21:23:52,740 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Italic.otf', name='P052', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,740 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-C.ttf', name='Ubuntu Condensed', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n",
      "2023-08-05 21:23:52,740 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Bold.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,741 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/chandas1-2.ttf', name='Chandas', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,741 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Oblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,742 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/D050000L.otf', name='D050000L', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,746 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Oblique.ttf', name='Garuda', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,746 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitle.ttf', name='KacstTitle', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,746 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-assamese/Lohit-Assamese.ttf', name='Lohit Assamese', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,747 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Roman.otf', name='C059', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,747 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Light.ttf', name='Umpush', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,748 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/vemana2000.ttf', name='Vemana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,748 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,748 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPen.ttf', name='KacstPen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,749 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/StandardSymbolsPS.otf', name='Standard Symbols PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,749 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-LightItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,750 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldOblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,750 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Suravaram.ttf', name='Suravaram', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,750 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-BookOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,751 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBold.ttf', name='FreeMono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,751 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Italic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,751 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Regular.ttf', name='Rachana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,752 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Roman.otf', name='P052', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,752 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Oblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,752 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Bold.ttf', name='Padauk', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,753 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBold.ttf', name='FreeSans', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,753 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Keraleeyam-Regular.ttf', name='Keraleeyam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,753 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstFarsi.ttf', name='KacstFarsi', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,756 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/Ani.ttf', name='Ani', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,756 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Demi.otf', name='URW Bookman', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,756 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/aakar-medium.ttf', name='aakar', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,757 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstLetter.ttf', name='KacstLetter', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,757 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Meera-Regular.ttf', name='Meera', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,757 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Oblique.ttf', name='Waree', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,758 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/TenaliRamakrishna-Regular.ttf', name='TenaliRamakrishna', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,758 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Gidugu.ttf', name='Gidugu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,759 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBold.ttf', name='FreeSerif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,759 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldItalic.ttf', name='Kinnari', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,759 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstBook.ttf', name='KacstBook', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,760 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,760 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDigital.ttf', name='KacstDigital', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,760 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Bold.ttf', name='Garuda', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,761 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Bold.otf', name='P052', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,761 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Italic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,761 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-B.ttf', name='Ubuntu', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,762 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-SemiBold.ttf', name='Rasa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,762 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Medium.ttf', name='Rasa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,763 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-oriya/Lohit-Odia.ttf', name='Lohit Odia', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,763 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,763 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Bold.ttf', name='Yrsa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,764 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,764 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil/Lohit-Tamil.ttf', name='Lohit Tamil', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,766 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Italic.ttf', name='Yrsa', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,767 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Bold.ttf', name='Norasi', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,767 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-B.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,767 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/LakkiReddy.ttf', name='LakkiReddy', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,768 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Demi.otf', name='URW Gothic', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n",
      "2023-08-05 21:23:52,768 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/MitraMono.ttf', name='Mitra ', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,769 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n",
      "2023-08-05 21:23:52,769 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerif.ttf', name='FreeSerif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,769 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi.ttf', name='Norasi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,770 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Thin.otf', name='Gayathri', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,770 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush.ttf', name='Umpush', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,770 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Light.otf', name='URW Bookman', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,771 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldItalic.ttf', name='Norasi', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,771 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-BoldOblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,772 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-BoldOblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,772 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-BdIta.otf', name='C059', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,772 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma.ttf', name='Loma', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,774 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,775 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,775 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-BoldItalic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,775 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,776 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Italic.ttf', name='Laksaman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,776 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/mallanna.ttf', name='Mallanna', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,776 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Bold.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,777 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstNaskh.ttf', name='KacstNaskh', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,777 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-MI.ttf', name='Ubuntu', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,778 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/Z003-MediumItalic.otf', name='Z003', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n",
      "2023-08-05 21:23:52,778 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/Ramaraja-Regular.ttf', name='Ramaraja', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,778 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman.ttf', name='Laksaman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,779 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/samanata.ttf', name='Samanata', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,779 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,779 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Chilanka-Regular.otf', name='Chilanka', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,780 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/mry_KacstQurn.ttf', name='mry_KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,780 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Regular.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,782 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/ramabhadra.ttf', name='Ramabhadra', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,782 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/SreeKrushnadevaraya.ttf', name='Sree Krushnadevaraya', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,783 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,783 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Bold.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n",
      "2023-08-05 21:23:52,783 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/abyssinica/AbyssinicaSIL-Regular.ttf', name='Abyssinica SIL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,784 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/SyamalaRamana.ttf', name='Syamala Ramana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,785 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Gujarati.ttf', name='Samyak Gujarati', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,785 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Italic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,785 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-M.ttf', name='Ubuntu', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,786 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Regular.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,786 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,786 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-BI.ttf', name='Ubuntu', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,787 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/Muktibold.ttf', name='Mukti', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,787 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/teluguvijayam/RaviPrakash.ttf', name='RaviPrakash', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,787 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-R.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,788 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Oblique.ttf', name='Loma', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,788 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,789 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,790 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Regular.ttf', name='Padauk', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,790 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Italic.ttf', name='Norasi', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,791 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Bold.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n",
      "2023-08-05 21:23:52,791 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Thin.otf', name='Manjari', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,791 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,792 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-BoldOblique.ttf', name='Waree', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,793 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak/Samyak-Devanagari.ttf', name='Samyak Devanagari', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,793 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/libreoffice/opens___.ttf', name='OpenSymbol', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,793 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,794 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Malayalam.ttf', name='Samyak Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,794 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Tamil.ttf', name='Samyak Tamil', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,794 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Bold.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,795 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoSansMono-Regular.ttf', name='Noto Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,795 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Oblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n",
      "2023-08-05 21:23:52,796 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Light.ttf', name='Yrsa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,796 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari.ttf', name='Kinnari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,796 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne-Bold.ttf', name='KacstOne', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n",
      "2023-08-05 21:23:52,797 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-BoldItalic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,798 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/AnjaliOldLipi-Regular.ttf', name='AnjaliOldLipi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,798 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/kalimati.ttf', name='Kalimati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,798 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-guru-extra/Saab.ttf', name='Saab', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,799 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n",
      "2023-08-05 21:23:52,799 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/sinhala/lklug.ttf', name='LKLUG', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n",
      "2023-08-05 21:23:52,799 [DEBUG] [font_manager.py:1391] findfont: score(FontEntry(fname='/usr/share/fonts/truetype/arphic/uming.ttc', name='AR PL UMing CN', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n",
      "2023-08-05 21:23:52,800 [DEBUG] [font_manager.py:1422] findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=12.0 to DejaVu Sans ('/home/user/apps/miniconda3/envs/cabbage/lib/python3.10/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf') with score of 0.050000.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with open('./data/labels.json', 'r', encoding='utf-8') as f:\n",
    "    labels = json.load(f)\n",
    "\n",
    "\n",
    "def get_label_from_filename(filename: str) -> Tuple[Optional[str], Optional[int]]:\n",
    "    for item in labels:\n",
    "        if item['label'] in filename.lower():\n",
    "            return item['label'], item['index']\n",
    "    return None, None\n",
    "\n",
    "\n",
    "def get_label_of_index(index: int) -> Optional[str]:\n",
    "    for item in labels:\n",
    "        if item['index'] == index:\n",
    "            return item['label']\n",
    "    return None\n",
    "\n",
    "\n",
    "class CabbageDataset(Dataset):\n",
    "\n",
    "    def __init__(self, data_path: str, img_size: Tuple[int, int]):\n",
    "        self.img_size = img_size\n",
    "        logging.info('loading dataset...')\n",
    "        self.data = []\n",
    "        for index, filename in enumerate(os.listdir(data_path)):\n",
    "            filepath = os.path.abspath(os.path.join(data_path, filename))\n",
    "            label, label_index = get_label_from_filename(filename)\n",
    "            if not label:\n",
    "                continue\n",
    "            target = torch.zeros(3).to(device)\n",
    "            target[label_index] = 0.9999\n",
    "            self.data.append({\n",
    "                'filepath': filepath,\n",
    "                'label': label,\n",
    "                'img_arr': None,\n",
    "                'img_tensor': None,\n",
    "                'target': target\n",
    "            })\n",
    "\n",
    "        logging.info('dataset loaded.')\n",
    "\n",
    "    def __len__(self):\n",
    "        return len(self.data)\n",
    "\n",
    "    def __getitem__(self, index: int) -> dict:\n",
    "        item = self.data[index]\n",
    "        if item['img_tensor'] is None:\n",
    "            filepath = item['filepath']\n",
    "            logging.debug(f'loading image: [{index + 1}] {os.path.basename(filepath)}')\n",
    "            img = Image.open(filepath)\n",
    "            img = img.resize(self.img_size)\n",
    "            img = ImageOps.grayscale(img)\n",
    "            img_arr = np.array(img.getdata())\n",
    "            item['img_arr'] = img_arr\n",
    "            item['img_tensor'] = torch.FloatTensor(img_arr).to(device) / 255.0\n",
    "\n",
    "        return item\n",
    "\n",
    "    def plot_image(self, index: int):\n",
    "        item = self.__getitem__(index)\n",
    "        img_arr: np.ndarray = item['img_arr']\n",
    "        img_arr = img_arr.reshape(self.img_size)\n",
    "        plt.title(f'file: {os.path.basename(item[\"filepath\"])}')\n",
    "        plt.imshow(img_arr, interpolation='none', cmap='Blues')\n",
    "\n",
    "\n",
    "dataset = CabbageDataset('./data/dataset/train', (128, 128))\n",
    "dataset.plot_image(2001)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-08-04T13:44:48.928883200Z",
     "start_time": "2023-08-04T13:44:48.913761100Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "class Classifier(nn.Module):\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "\n",
    "        # 定义神经网络层\n",
    "        self.model = nn.Sequential(\n",
    "            nn.Linear(128 * 128, 5121),\n",
    "            nn.LeakyReLU(0.02),\n",
    "            nn.Linear(5121, 3),\n",
    "            nn.LeakyReLU(0.02),\n",
    "        ).to(device)\n",
    "\n",
    "        # 损失函数\n",
    "        self.loss_func = nn.MSELoss()\n",
    "\n",
    "        # 优化器 简单梯度下降\n",
    "        self.optimiser = torch.optim.SGD(self.parameters(), lr=0.01)\n",
    "        # Adam优化器 不固定学习率\n",
    "        # self.optimiser = torch.optim.Adam(self.parameters())\n",
    "\n",
    "        # 记录训练进展\n",
    "        self.counter = 0\n",
    "        self.progress = []\n",
    "\n",
    "    def forward(self, inputs):\n",
    "        return self.model(inputs)\n",
    "\n",
    "    def start_train(self, inputs, targets):\n",
    "        # 设置网络为训练模式\n",
    "        self.model.train()\n",
    "        # 计算网络输出值\n",
    "        outputs = self.forward(inputs)\n",
    "        # 计算损失\n",
    "        loss = self.loss_func(outputs, targets)\n",
    "        # 梯度归零，反向传播，更新权重\n",
    "        self.optimiser.zero_grad()\n",
    "        loss.backward()\n",
    "        self.optimiser.step()\n",
    "\n",
    "        self.counter += 1\n",
    "        if self.counter % 10 == 0:\n",
    "            self.progress.append(loss.item())\n",
    "\n",
    "        if self.counter % 10000 == 0:\n",
    "            logging.info(f'counter = {self.counter}')\n",
    "\n",
    "    def predict(self, inputs):\n",
    "        # 设置推理模式\n",
    "        self.model.eval()\n",
    "        output = self.forward(inputs)\n",
    "        return output\n",
    "\n",
    "    def plot_progress(self):\n",
    "        if len(self.progress) == 0:\n",
    "            logging.warning('no loss data.')\n",
    "            return\n",
    "        df = pd.DataFrame(self.progress, columns=['loss'])\n",
    "        df.plot(ylim=(0, 1.0), alpha=0.1, marker='.', grid=True, yticks=(0, 0.25, 0.5, 1.0))\n",
    "\n",
    "    def save_params(self, name:str):\n",
    "        torch.save(self.state_dict(), f'./output/cabbage-{name}_params_{self.counter}.pkl')\n",
    "\n",
    "    def load_params(self, model_file:str):\n",
    "        self.load_state_dict(torch.load(model_file))\n",
    "\n",
    "    def save_model(self, name:str):\n",
    "        torch.save(self, f'./output/cabbage-{name}_{self.counter}.pkl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-08-04T13:45:14.053370600Z"
    },
    "collapsed": false,
    "is_executing": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
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      "2023-08-05 21:24:27,986 [INFO] [<timed exec>:7] training epoch 2 if 50\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "# 训练模型\n",
    "\n",
    "classifier = Classifier()\n",
    "epochs = 50\n",
    "\n",
    "for i in range(epochs):\n",
    "    logging.info(f'training epoch {i+1} if {epochs}')\n",
    "    for item in dataset:\n",
    "        classifier.start_train(item['img_tensor'], item['target'])\n",
    "\n",
    "# 保存模型参数\n",
    "classifier.save_params('hidden10240')\n",
    "# 保存模型\n",
    "classifier.save_model('hidden10240')\n",
    "\n",
    "# 绘制 loss 曲线\n",
    "classifier.plot_progress()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame(classifier.progress, columns=['loss'])\n",
    "df.plot(ylim=(0, 1.0), alpha=0.1, marker='.', grid=True, yticks=(0, 0.25, 0.5, 1.0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-08-05 18:52:50,870 [INFO] [3638274944.py:23] loading dataset...\n",
      "2023-08-05 18:52:50,873 [INFO] [3638274944.py:40] dataset loaded.\n",
      "2023-08-05 18:52:50,874 [DEBUG] [3638274944.py:49] loading image: [7] Backmoth41.jpg\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: title={'center': 'predict label: backmoth'}>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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25oUJvFj85Cc/kdtvv10uvvhiqaqqkkceeUR+9KMfyYUXXihnnnnmUW6xxd8C9iFlYWFRFPjiF78oO3fulC984QtywQUX/EV1HHvssRIKheSWW26RZDLpiSlc4YbF9IP9JmVhYWFhUbR4yb5Jfe1rX5O5c+dKNBqV0047TR5//PGXqikWFhYWFkWKl+Qh9ZOf/ESuvfZa+fSnPy1PPfWUHHfccXLRRRf9jzzaLCwsLCxefnhJ6L7TTjtNTjnlFC8SPJvNSnt7u3zwgx88olTj2WxWDh06JNXV1TZAz8LCwmIaIpfLydDQkLS1tUlpafB66W8unEin07J+/XrDRqW0tFRWr14tjz76qO9vUqmUpFIp798dHR0vWboACwsLC4ujhwMHDsisWbMC//43f0j19vbK5OSkkZ1UxLE02bp1q+9vbrrpJt8UAbf//impjFXL0IR6uy2s1ZQIsaieXmpiUkREtvRqjp2DSX3wnT2rXttSG/XK/cNprzyRUTfsphrdh3CXpVygluMtoSKsjtObD2tbZsS1vlhE252e1GNyyZvOn0+4XOuLhvQ4Wew8lt9XRCRSpvtUoX86BjS+5PP3q2nppy90UkG04HxHUlpfcky91EqxqB2f0HbzOG11mreJ/ZlGOZM/5wz6MMQ3LW7H+YTYABSz6AyuvCezz08isE3mnvqvnT2a8XUCY7WyrQbHcbb/aW+vt21737hX7h/RPnxsU6ceP63zOoSxjYS1P2NVYa/cku/bGXWV3rY5tfr3OozDU4e03ft7h73yINpSXam5m9IYT7ffcuiHyUktDw/pddXVOeiV47XaLo7J6Ijuz3xR1fGIsw3nnkEfj49r/6SMstbH8W5u0TFJoW+Hks7cz6Lu8rC2o7xc+y1UrvXxHIYGR73yYJeOs0xoW0LVtajHuW4r4zFvG93oM7inlWBe53DMibSOVXpc71PplJbdFUokqvOghNcSrpMQzpMrGx6f2ax5HLct7DeCfVsWcs4zmx6TnjuvlOrqat/feMd83r8WCaamEU8mk9Le3i6/3z8u4cqQ9Cb1gh8eV7+1Stzs2xti+b/rwH5ileaniZb73+yaG3TidOOh1jOsZRKmcxtjBfXxZleOm2o2rG0pCevNO44HQikuMj4QdG9FGdrNB10Db9hoayUemGVRvViuuyjilVP545dG9O+hEn1Ixcq0HMbNREa1rXHcSGNVem68qedwkxkfc8oR9CHbynPgOZcEnCfHM1RWeJPhvlkMZhluzHygRtGWVzY3eOVe3JyjeHlw23j6Qr1J37Nts1d+9jl8iy3Rc45iTMr4AoIbyHhGywf7nTZ2DOhDZ0tM+57tJnqQG9E1oxURmcBxSvFONpnvlwxeflIZLdP6t6pe+yeE4/MlriSNGyJuciXlzkEPHNSbPm92Yd54S3CDz+rcnzTapfvXNOiNMVrlGPFmsG8G4x30SWE4oQ96HrOiQT0R3RuyiPkQcB8qY+PaD5XV2r5wlc6VDB6oxs0mi/4s43WA6yrfLyVhra8U9yCeWynayocU9+dFltVnlJRFnLaXlvv3/XBCX1ZCYWffXH7+vNAnm7/5Q6qxsVHKysqkq6vL2N7V1SWtra2+v4lEIhKJRHz/ZmFhYWHx8sXfXN0XDoflpJNOkrVr13rbstmsrF27Vk4//fS/dXMsLCwsLIoYLwndd+2118oVV1whJ598spx66qny5S9/WUZGRuSd73zni6pn5YyYRGNVMtKo5FfHoK5BuxL6nWXLwYSIiCRB2f3fsS1eefnMuFc+FeW5taA/yIeDDmio0GW6SwsZ30eAPnzjIqfP7zxDY7q85zErfCgv8uKHE0p7/nFfn1fe3av9MJrSut91in6sPGm2ptee36jn/MfdDhVVASqgMgIKA1QA251Bu0jJ8ZuCGDSblhN5qrB3XM9nL8ayH8cZSml9rdVKFdVX6NReVq/jOa9Zzy2Sp9Am2SYgE7A9xnFAwyPl/nSaS4P+Yot+b1r/1AGvTEqI3w5Yt/ldzf9bmvuNphw0KWmrUdSRwFzh9y6WiZERnbfu96dRULpBbWV9YfQbKZ6kMkESQl/09w455zWibTW+j4BaCqKMSFW5355ERCZA5bo0n0FBlpT4lvmtaCSpdB9/W1mt1Bq/M01OgnpMOX2XSernifEBnb+hKv22zjrKI7qPSQNqsbwSx8/3J+cYYdB6AQq7oHPg9zGDEnTbAeq2trm+4O/ZdKmMFGwtxEvykPq7v/s76enpkU996lPS2dkpxx9/vNx3330FYgoLCwsLi//deMmEE1dffbVcffXVL9XhLSwsLCymAaaFui8IZ89ukKrquHRDadewUOmSHz172Cu79BMVaDv3Jbzy05D+/gjLXlIns2aphPXsxZpK4Ny5upQd6HdokdmQAVPdR9nzYErpkkPDSmm8pnGGV86m/CnBeJ7O6gEN88l7VTE2BiUg5cHptNbx7/jt1998rFemovCEVocGJGVHaq4ENIdBR6LdPOeD/Uq5rOvo98r3PqsKt+5+R85LmsWQ9FM5B5qBdFsc8uknYkNe+ZgZSvedOsM5t6a4inIMSTvKFeVUOGmRfRUu86eI7tncISIiX/3xU3oOoEJIxVC8lQY1y0uV58yxjUQKKR3OA0MyDSViW5sq3djPpAR5HJceI5VYivkRgbKUx2QdI5CdU9bM661n0FEpUiUWqdCxymahYuNxsH+sRsc7HNF7wxgoRFJ4XpvC/lRiLiBsIYg2Iz3G42RGnHMrr633/V2q+5BXztY2eeVoTGWWPE8eh/W4VB33Na4lqimp9CvzV/fxHNj/fnWQjo1W6ri5qtBsSWG/+8Hmk7KwsLCwKFrYh5SFhYWFRdFiWtN9T3cOSMVwRs5oV+pte69SO+GQLj0/eNZcERHpHVOa4XfblW56ZrsGDA6DPhwBDbdpg9b9zJN7vfJtcLm44Mx5IiJyznylBrdBXffELj2msTQGVbQAisJqROCTTnOpKIOGC6AiolGox0AJdfeqtmZfn0bML27R82msdpbpFCsOjfsv00mPbepRydZtT3d45Se3Kq1HOikKN4SKCuecyxHdX+ajHpqKDOiHBKhM9tGzh/WcDyScfebWKxWxEH0/I66q0cqwf5we66azxp4e7c/P/2iTsy8DO8P+0f2kzcpAm4UDAnGJFOhg7zigt8cRyM7+NmlAqE8xnaiAdPc35i/OjW2lKrCvGzI+oHmGKksroMqsbawVEZGxEb1+GMybMxSFup00Eyk+0lzc31UM8nx4nBTuGUGuFBxbgzbD2BpUYcqZh42L53mbqBZMZREkD8VnWUDALRV4hkNF/pyzAUpV4zzh1MFzI91HlwsDJYXH5jhwjrnHyab1eM8Hu5KysLCwsChaTOuV1M+e6pJQxbA0VejHxHCpvlEcHtQndU0+vqAFtjynz1bLlsMnt3vlB/ZrjNG63QmvfKBTV1ID8LqjncpjGx2xxtb9Gv/At9B0OiAmBx+h/+/Pn/PKV10w3yuvWqASfb84rCXttV75uT16Dnzj4pvt61+h5zwPsVFlPnXTP42WPyP4uP+rrfqx97bf7/bK/X3ab8ZbLlYTfMudmCj8MM8VAT+u822/tJRvs7p9ALFpfMt1296BGKw/ScIrR/DWOqde5818lFvxITsES6Mv/H67Vx7OCwAqYXVjvm37r4Z5ntzOcBb6+/nVl8lwX52ntbW6SqQHHts1Adsjs5zNt8l/fLhKIwYoSimnEESPOYYYuHB+JZnJ6Ft9ahSrGhyfK4JoJWzF0Be9h3FNoC1eXBP9LrF6q4hpX/GY7riKiMTgwRfkHUjRh7vO5nG4YqM9liHEwL0maPVIuPsYK71S/5WeYSGFFROvTQon/FZy5kqP8WWF8VVBIpSpsCspCwsLC4uihX1IWVhYWFgULaY13TeaykioJCN3PqU006uXK4U3s1aX17sSztL8tHb9OymsZjiPv36pGt2e0KKWOgOwpq8J68fMdR0Jr/z0fufj8KatPd420w7G/1xIbVVVKb0xiaX2rX/a45X35lNEkG4j9VVdpefeDirvjSvUofmYGSruqAiwrHFjnBgP1DWogocP/3SDV965TU2DK6qUIuHHa9Iyo4hVmZjQc3bjbEpL/T/MT076uziTdqXtDeNzevtV0FCZj6WqjOqx6RQ+EdI6thzWft7ZrXUsaFIKb+NBtRN/9pmDXtn9CM1YljLR46QmdF7RFikoDimIHnQpN86DjBFLk/Utk8oLOuY44q3cj+RBNjqc4yxzf54nY7ZGh5X+csfWjCPzj4cy6gatFkcKnMlJFWhMIEbRHR9DWJH0d1tnSgyDskQbKWIgbUYaUmK1IiKS2Km0sIT0OFKlbeX5sI1sF8F+KctT4MY1jb8PJZWKZx9W11X77m9YRwVYv/mBNKFbx5Hm27UrKQsLCwuLooV9SFlYWFhYFC2mNd2Xy+Ukl8tJD5Ie/upZpdmOmaVU3ay8suo5ZAqdjZiYESicuse0vsWNuuxtSuuyez8ycR7fqvu05zOh7utQ6mdgQPcluASfMUPruGXNMV65pkKpqH/+fw975fG8EqiqWmm1KiQX/MCFqgo8H6pA1sfFtkGj+Khu1u9TteI1dz7tlTs7VDFFmoPKHbq9B9mqkH7R+oJcmf0pvrExf+sk0q3so4bqwsyvPHcmOhyDMu5VK9Wm5rVL1cLqsz1K3ZQYyRgLaRGeO2NSSN9xTHI5bSNpUloKlZW55+Zvg8W+HwRlSwTRijwfVxlImrAaCfsGBrTujn0aF0d6rAoxaCOIS/SzKGJfkfoi3cW+qsAcJ31JlBjKs0xB+2inlOxHVkjAoCGz/jQcVYSkzZrnOPNmdEgpd14DjKMzrKAC4pq43Y+GDXJBl5SOVXYSmX5xTEPFFxSnld/O+WgkkaQq0O2TI4h9FLErKQsLCwuLIoZ9SFlYWFhYFC2mNd0Xi5ZLqKLcSLA3DgriWaitTmlzltVlCJJjAsAIAifjk0oXMJFfAyiN2eLvct6cV/Dc/Gal7DoQsLd/AAHGsCs6faa6Ic+qVyqESRLPPVWDb594zlHS0ebok69d4pUrseyegLqtB0qqOGiRoCSNj+517KI++O3HvW2kFqpq1ELJoGpYHdjDwMRyPko+smQMOB0d1T6prNQxqa1V9RQpn0rYC5HOc5WR6RFY5OCYQeKj09p0rKrQ/2MIrPUNegTzVAY6Mmuo7nT+GjRhwJVaDlpI1X24HhAgmsv6932Qyop929Cgc9L9LROIxmK6797dajE2NqD0ev0sVc1Sccnz96NGSYPx70wAGImSnoIqEVZQpNv8zp/KPdJagc7jL0RnTcH4KGjaPLVYg4ScI0P6WYB183d+KjmR51FalhYqJEkf1tTrZwa67jPImCA1bR4o3w6cO4OT/ZzsS8oCKMgpsCspCwsLC4uihX1IWVhYWFgULaY13RePlUt5RViSo7qkpyIrjCXuf653nLgvQrDv+KQubxdi2VtXAXUOaSiUDyZ1OTyvTpVA9Xn12AO7VdV0MKE0Qku1LpfbocyjX94hqKNIQ37+osVeefgcR703DBqMCR1/uVWTOP7bH3d5ZQYHHzdbAwY/ef5Cr7zxoFI013x/vUwFlUeBMBy0QbME0IqmZ5xzTuMj/gq0xhZVRNUgCJsBvFS1Gc0yAl0LPeioKCTFeOxCddonHUtlYAX7Bcfx/NNAb2QyhSo2kWAPOiOIE8HRpNlctd1kgOO1SXdxO9RzqJsqypAPhUVvwXoEjy9boYrHQ3VKB1dXw7sOlO34GHzqsoUJ9oI8+tIIrs/GdHt9g16PpBVJRfk5uE+Arg2kXYEg53ODVqWrvRGQ7tQ/HuCw7vkJypQg44CxDfLjc7cHOcBTNRpEJVKtGNQXLn3J64fj4xcEfKTBwHYlZWFhYWFRtLAPKQsLCwuLosW0pvvWHNMilVXV8v1HD3jbSOek6e2VX1kuqVVajxTbvoQmHCMl1h7XZTeVdrNrdHsW++/rdRQ6zUgfMqNd6SH6/zVAkUSFYDkDAJmQDkrDWD4dAreNg+6qRfK47l5VDZG+fGxMKcnfzFRa5mu/V3rQXabTay2ITgpKMCcGteTvA0ZllassMjzY4CXGQN2REaV6SU+Nj0PhBtqOFJVLDxrJ7pBsjoG1lx+rFFYMij56GiZG/ekNF6SQggIkSRMyCJlUJs+TAbUuxclzlACFIlMnEGbySS2nQJ8O568D/p00+/xWVawZCk7MAwZVsy/6kbTUVYcZ1JyRSA8BrEwDAgqWfVWO35qegs4/JlEH6yaCEiMar/uoO2IEHOt2t36DmkPdVKdy/gZR7UFpL7zgWrTJ8BYExcfgYLbrhQKFRfS6DlIclkcLE0SWTFp1n4WFhYXFNId9SFlYWFhYFC2mNd2XzeUkm8vJ+cvVS+2BrRpIOOkT5Pv9pzu8bR84dbZXLsF6uJm+VQFqFlJ8pFRaapzfTkzqMr8clMPikNJq3QiGHEkpnfLjTYe13aBRMlAqXbzEUSmuaEW6DdA850W0T/7Qrv56m3cyY6+266afbda2jBQGy9IDzaBZsKQ3U0iIlgOCNUn9UQnkBghT3UaKj/QHQWonSIWUSul2N6st900hoHHlMk1rsrhFx40qSlLGq5aocvRPj+zwPb6LoGynpP7Y56TwSGcNw/fOpXFIDZpKLj2mmVpCz4EKPB4nkVClpUvVVYIaZEA9g5qrK/yDP7uRMoXtYhDp+LCzTxQZjQM96ADStFQ/hsPwvcM4uzRpaYASj1Qa6cbJEv8suYZvJe4NpEfd7WNIgcJriXQfzyc7SW88/+vADxUVhSpQETPgljQgzzNIGWhml3bazmuadfh5JWaPsP12JWVhYWFhUbSwDykLCwsLi6LFtKb7Tmmvl+rquJyC5XDvsC6fn9mX8Mqu+qijT1V8d27UjL7vOUV98SqhqgLDJhnQVv1Q+lVFC73hgoJsqeKLgMIiNfnUnn6vfBCBtaQjfv/YPhERWThffeQ+fI6m5zh+Vq1XfvMJ6pn2qW2ayoQBr8Pw9DOW5vn2MiiStACpIu5jKNnK/AMGmbU0XqeKsFC+X0hzBAfn+vvRkR4zaTN45uXrH4M3WhRU76cv0OBpv/QlU4+5skkViH4BmEHBpAQpEqY6YLtTKf++cClTet0F0WPsH9ZNL0iqTJsblXKrz1OCpLIGQDtms3oOnPsMfK4CDUeFJvstlFeLBlHEBGkrzhWmEBkdLUwHI6J9wX41VGwoZtP+wcTB6Sy07WEfZR7pPvowlvpcgyLBQcbZHNSfPH5+DFkHPQJ5PVKdy+MY6j6qKDFX3WuW9bEcwqPGrSPoGpgKu5KysLCwsCha2IeUhYWFhUXRYlrTfdmc818ENMKb4Ru2u0epPdffj7TNpgMJr/xLeOq9cbnWQQXeIGiUGqQJoMIrlVdW0eePf2eG15pKrSNarkvtZaDqehGIS1WOS1Vt3KhqxfdvVypv9RlzvfLfH9/mlVugUjt8WAMnQz40GI8ZlCU3iOLjUp7L/tSo9mekUqk1Q9WWPybpFPqHhQ1aBF57Y/60kUEhhQppQNIc3/mHU73ywlbtK6ovB0EbcQzroaBiSoMXyswbRMkZmY5zHBN/VZR7HAZ8UmnG4GhSfBxbUni8VqqihSo90tVER69ed631ShOWiv81UVOj7TrmhDle2c3w6xfg67TVXyHZ16MpesbHNZCe8MtATOqa1wDnTF+n1p0e0fNsbNd7BseeVDLbG8mnjyGVRkUf25dCoDuD3km9Gak4fLz2hhLD3jb2FecEMTSgfZ5NI71PkypYDfWeO8cx1dkPfv5/WbHqPgsLCwuLaY5pvZL6xmP7JFJZJe88YZa3jQ7Vf3/STK/89Uf2ioj5hkT8YbOuQhoqtVtOmaHChAq+ffJNEG/TbiwTky/SQTqKD9aMweLb+fWrFnjl9yHR4Z4BfXPbMeCssA4mkHgOgo/Zdfrm8iuIJRhjxFUQX/b9nJYzOf8P1kEfPymKyCBuhonqgj6I057FA4aNb5nRKO1j/FdSPA4/qrv7/PjqM71tx87WuLMURS54mx5FHbSiao7rW+mMWfrG2bHP6f+gc+dq0HDQxkKFq0S/mBOej9FXmHvVcb02aG010K9v2fX1/isPYyWXKbSTaohrTNueQyr2YYaChri2hauwUczJKOZwuMVxM+fKiPOKb+pBqwquEhkbZfb/83/AZx2t7Rp/ODGhY8x+M9z4DSdwwT7OHOL5lJVpHaa1k3/8EucT9+E9bmzEuU+Q5eDqKSjhJffJop95TD+QleA58DDuyjA74S9kmQq7krKwsLCwKFrYh5SFhYWFRdFiWtN9j2w8LGWRmHTCsuUzF2psy9JmjVs5aZ6T4O/RHWoLZFj94KPpL57p8sptMV2Cr5yhsTwxxEalsLwfyVMKYWOpi3gfHHNXn9IsCxr0Iz3jtHI5XV4fX1nrlU+d49CQpAxpv8SP3p/v3OmVBwbUdoYgRZDx+TDPZX6QFVJQAjf+Nsiah/u7lEZQ8jjSlEyeF5R4LjPpQ4mJyGfefqKIiCyeofOEVB77loxQFWKJEqCzYhGdE286SwUAX97bXdC+0gDHbW5nfxp9Lv70oB/4EZ0f5pNJvWY8p2wxacBIOahU0NfD+XMmfdbWrPM3hHGNV3LstV2TAcKEEdCaVXlLLo694YhOgUjKf17R1Z3tJc3m9W0A65cLoJrpUs8YKwow6uq1Xyh84r3HBW2T2O4oraUC3MxJK44k9bOAC9J3Rn+iQuOaDRA9cLtfjCTvHVkmsEwXXoPZgJi3qbArKQsLCwuLooV9SFlYWFhYFC2mNd1XHiqTsvIy2b5vwNt29X9t9MrXr17klf9upRMr1JnUZfHW/fo7iF+M5f2PnlFH8murVcFEdd8Q1Ekui0E6o2tQaZsJUDvzQAVUgDoYSfnHD9CmJpwvGwnwQCFs7FCF1QHErZByMJRPiL/gkt2ln6i+Kyn3T7pHuoCUi5n4DrEyZf50n0thBcU6ma7MXtGoe2LCX+n32Xec5JXPntMoIiYFS0RCoA+xnWpNzoMBuMczrMx1cw+KIwuimYISFrIePxUjFWCkjUgxMV5uGBZfY0ysCZppAuNT4yYsROJCnkJpQIzgPsQY9fcr7dzaGmAnlS8vWdribevp0bhBOsAbdBKuPVJypBXTqUJ3eFJZnI/sb94nJieRnJQ0KWhfng/3cS2vSL3Rgb4OtlGT6J8exH72diW88lCflsuRcDUWdxSSVN0RPDde90Hq0yCM5+PBfGlUmXI/yJ9zyQuoKr16jmgvCwsLCwuLlwD2IWVhYWFhUbSY1nRfOFImoUiZ5HL6rHWtVEREPvUrTeT3vlXzRETk745R6uArA0odJIbo4qxL9I5+XV7/dHOnV/67lWqDQvrHtUPa2q22IoeQyO1Vi9SRnAhy2aa9EhPLuYv3/bBNuvnBXV75safV4T0NO6fSAAscUkukKPyW+lSjkWYxrY0KKUMRU0lGasAIIPYcVkAHoH1GEji0ZWxY+7m6Vums69+ywitfiP531ZBURbJLjKSZoMpCk4UUm4jIwYQe/xgoS+cvdAJAt29R6lgQqEt6Kshx2s9VferxXVRU+iv6GGRqqORAg1VCjdfTp3NrCNfH/LmOUpYKVlLUdG83k/7BBiyq+zMI27DTyp8nVXlBVkgEKSzSnZXoF3MOOWX2QyhKyk5QxvGNRKD+16+f87mIyPhYPqDVGEv9e8bHmkxEpKdTP1GMj+i9jhSf3xwylLTkyEFfBtHyxAsZlwcmSMxivpWFnvcYU2FXUhYWFhYWRQv7kLKwsLCwKFpMa7qvoSYq5RUV0jeIpHW66pXxcV3L/tu920VE5DWnqRfeh86e55W/mvf2ExFJQqXFwNEN+xNeub1WqYMyepjlnbC3QlH36oXNXpku6AzaZZkBpVmD5tLlc++QQ3V86rfbvG3rn1FH9DACaKn2Yh1GYrOAgFJ3+U5qzqCK6CUW4KXm5wUoMjUoGO9L+eqpKBwPcJPmMd908Uqv/F4ksaxGkCTpU7caBu2GQP0xcSWVk6M4H44PXdDroHybl1dnGXRfQFCmQZEE0C9BykC3D6kuY3LDoKBU0lakvGKx56fHiGyABxzVp0lkFKis5JzU3zIBoqs+peKQYKCyEURKlSnmIf31/Jz+CbO//bezD41gePQn6UYGObtzm67mzHiwB/TqYL+qIpvhJfreV6t6mdfETf+5HscMGccTCfB7FP9kiSKmCo/u+X5emcY1HZAg0T1OyaS/i/5U2JWUhYWFhUXRwj6kLCwsLCyKFtOa7vvHcxZIVXVcfrhRlWzrd6o3XzjMJb3z/1/+aZ+3jUkRV8xUX75n9iW8cgb0CymfB3eoyuZNxxUq9i47VtOE9CNYctgn8FdEJIV9DiZVJdYFmmtZvbYxkffqosKqfXadV774RE10+Mctmqpj6xZVKB5JkJ5LExgpBUALMEgwSBUY5KlnqIwAj2KEKpH7Ll6mysrPXbLcK5/QXuuVSasa6kvQT+P5fQxlJWk4UoNon0H54C8tSN63D9TNa5Y7QcMPPr7f20ZVJPuWYD8Hqqbo3ZhPW5JG3QxmJUgDlgekoGltinnlSSQvHMz7JbLfSIuTYqtGKpUTF2uai0F4Lh7qY4AuaWXn/6UB3n2kIxkoy4R9VCXObdPrh1TVcN5Ck/2WHNRrMMj/kJdPEPU3Bi9C9rNLuY0Og+LbrvexhlZNA/LxK07xymfMVLqPnxm++ID6cxrJCPPtMpS0mD+GujAguNag3fV2ZFDw7vVeEWM6GH9vPre+bMDfp+Kor6RuuukmOeWUU6S6ulqam5tlzZo1sm3bNmOf8fFxueqqq6ShoUGqqqrk0ksvla6uroAaLSwsLCz+t+KoP6QefPBBueqqq+Sxxx6T+++/XyYmJuTCCy+UEaRa/shHPiK/+tWv5O6775YHH3xQDh06JG984xuPdlMsLCwsLKY5jjrdd9999xn/vv3226W5uVnWr18vr3zlK2VwcFC+973vyV133SXnnXeeiIjcdtttsmzZMnnsscfkFa94xREfqyJcJhXhMvnAaZoWYdPcWq/8gydU7Xawy1nTc7m+CWk7dh5Qr7sa0DZMv0CPt3HQSesOqPrmXSc5WYJJMdVD6cVMrqRL9g/qsn80o7TDSa1K4TXC26t6xGnXpy/Q1CRkrWJIJ/HIdqQnAaVBWoDwS/9Au34j4BJtzaX9/fVI/RkqQmyn4sht1zHHa8bl9yL1xRlzG71yNCD7Z5C/HuFmh2XgJMv8WQVVcqgjA5qLx3ymR+fTqxY5AeT19UqfHe7o1zoCMhe/WLhKMs5xIoI5UYEg09Fyf7oxhTlejn52f5umYizjH5QahDDTeYC286MqOa48DmnFujoq93SfPlCJTQ1KWRIuVcf6hhOaRidXo+PGvg0KiCb1ybYwK7RLs/Ea4PVIiq0a4/bEYf3M8LMnlR7cub1b2xhTiXMmr1zkNR2k9OM1Thhq34CgZe7j7WtEQWvxSD37vLpf1N5/AQYHnYu1vt7hUtevXy8TExOyevVqb5+lS5fK7Nmz5dFHH/WtI5VKSTKZNP6zsLCwsHj546/6kMpms3LNNdfImWeeKStXOjEsnZ2dEg6Hpba21ti3paVFOjs7fWpxvnPV1NR4/7W3t/vuZ2FhYWHx8sJfVd131VVXyaZNm+SRRx75H9Vz/fXXy7XXXuv9O5lMSnt7uwyNZSQbyhjU1oqWGq/88XOVAvj93l4REfndRv8HIZemTCOQA41A+3yueg8jM7CrKqsGLTCKtAAP7FWl3XOdSkX8/bGqxmuo1uNUBXiIuduj5f4KMFIRK2Zpn6x7VFVVRJA3nFefEQTrv4ynmidI3Uf6w01hISKy8jil9t53tkPtnTJLlUz010PRSCER5AVGWpX1uAGoGQZ/MgMwz42BsLQURF+kEBS6vEG9+9zjL5uv53Ngr9IzzJpqgMcMoFyMDKp5eiwc9qeeSEnxPKlMG2VmXCjzmH3aVUiOHQG9y0BpBvzy+ExTQwWcq5LjsPIcmA2X2+NxvWap0huE0i9keNkV0p0NrTpW7J/JgEBhU93on45mfLxQ0RmHYrexWa9TtvtT331c60O7WeYcyvgEJwelzuG8YluprGU5KEO3Vz9pPap6hf2TD+YtO7Jg3r/aQ+rqq6+We++9Vx566CGZNUtvQK2trZJOpyWRSBirqa6uLmlt9TdfjUQiEokEXMgWFhYWFi9bHHW6L5fLydVXXy0///nP5Q9/+IPMmzfP+PtJJ50k5eXlsnbtWm/btm3bZP/+/XL66acf7eZYWFhYWExjHPWV1FVXXSV33XWX/PKXv5Tq6mrvO1NNTY1UVFRITU2NvPvd75Zrr71W6uvrJR6Pywc/+EE5/fTTX5SyT8ShxaqqTUWKGcSpy03XP++0mbqk/tEGpf62HVDVDFMaDMIXkMqiWQh0DEP5tTZPK547W4Px9gyq/D4OteC2Q6oA+/ekHuf6VQvFD8zM6yoNqTgkbQL2Q955oq5kd3ZpoOODD2j8WhBVmPPxZPPbJmIu/yMxXfnOmq3UyXnHaSDuJYvV07A5rvu7VJDpBxeQ3ZcedAGeeqQE05lCSjDId451kPIhhUW15jholtkIfnXb+7YTEGD9iKZVCVI8Gm1h5mK0N4z55B6H/UNFn5GJGW2l1x/99UYQ8BrF3CotyQduQiHYNwCKPEfvSX+KjxReBFRUY41SdQc6nblKhV5NDbJj4/qmKpA0IEFKkMdxA247D6uiz+jDqL+HoYh/MHoopJQY20iq0FXykYbrQaZdKj5jhrqQSkhkDIZijwHp7nmUYj3C+RZEA3Kf1KjOCdLLfr8lrRcUxO9+FjjSYN6j/pD6xje+ISIi5557rrH9tttuk3e84x0iIvKlL31JSktL5dJLL5VUKiUXXXSRfP3rXz/aTbGwsLCwmOYoyQW9Fhcxksmk1NTUyNZ9PVIdjxsJ12hBVIMEbu7Ha8a18M33IBLmPbJPVzhPbFehA9/QaCuzFHZE9THnmKfMQtK7Gk3AR1HEEwc1VuamX271ynMhdPjcRUu8cm2s0IIoaPR4bhQOMJbnuS49z19v01iq3Z0q8ffekHAgikJOmafnfmKrfgRuxkqK7Xb7Z2rb9+Nt2V0R8s07wo/+PkkmRYJXRPzoX+rzlklrKfYV3egpuOA+Zcbxte6Qj6VSGHV8FAk577t/i1eOIsYlKBElRSx19Tq33ISFXDEEoQpjwnMYQgaABARBtbXarob8aoYryh4kfKST+TnHIzkojnMYDMVB2JNVQihUn48L7MW+AyjTHZ1O5lyxkP2ox+r2uEUaa7czz2hs3njQ21Zdp9cvY7BSRnJHroD9RTtRiE+6cb25q5PjTtL4v3efqarle57V+85vf69zJV6n1xhjFAMzCvjsy1UN51JQ3CRjqSiioFjDFWAYKzrAj6nJpkfl8Hcvl8HBQYnH476/E7EGsxYWFhYWRQz7kLKwsLCwKFpMaxf08cyklE9MGnRFMz6s+jGZFB+QEqN10RlzVfTQeZx+7L4DSQWf3NHrlXd06DK+MX980lNLG3Qpy+OvRFxEM4QY+zqUbvvWEwe88ifPg6Aif2pBCRKJSIDL9Ykzlao7pb1e/JDKUxpBsUSM06JohR/a+bF5GJQpCRLSkC6dFvKxWpnalsks6IqAD/PVoJD6SWflaanZjUoDkTqmKCJc4X+p8BxonZQCFcRYNxcfOVNVr+ue0WSIQ7DjCaJf+PGa1J5LQXPaV4LyDhIUcDwrQeUyXpAxPqlK59w4xhRfcLwHRhh3pftw3lTgt6M4TluenpvbrNQbp/joqIqAKFAoLYXIA+dGEVQC82DxrFoREamP671jCPFipPiMmLLRwgSNU0EXdgoQXLztFZot4djmWq98x/DBgn1FzFhEI6NAzl9Y4/0ONFxQDCO3J3oTXjkosSnhUoJHcpyycpv00MLCwsLiZQL7kLKwsLCwKFpMb7ovPSmh9KRURmgdhIRjoJ/ceKIgR2xicNSfonjVQlUELWtRxc8D2zXGqiuvcnpkq6pzth1WWuK0+bVe+exZSitee+4Cr3zHel3q7+9V5dOWw0oDLmt1KBBSfKTBQj4xVSKmMi1azuW4lpNQTbnxNOy3BsPV3T8mZjLATZxtMRP5admNK5tbqxRoKcYhSF1XgncuHjMFKsRQ+uV3Mm2T/N/bzMSJup3HIfVKqtAFKa45oBg/fdlKr/zx7z7he3wz9sn/sg3n45aodCsNcOoOAmPtli/U+RlG210qzFCNoiPaGnXcOD6kQNnPdZhP/VAJusepg1J0DHQg6baKADqWdkXjY0q3uTFYIprpIOZDy4qY/cm4M6r7WC4PsCqLxbVfUuNOWx7epZ8KHt2r1/f6J/Z6ZSYWTY8rTUnVHWk4WhflPGspHQcmQGT7olDr1Tfrp4BRKJ+DrMdcHtaIh8oiZhUxdS/WFsmupCwsLCwsihb2IWVhYWFhUbSY1nTf9r5hqUyVyNOg0zbs1+Vz74AGiLpWR2aiMv+lK22RSBdwSe+nqhJRlRGP09Gjiq0fHdT2/SyitN68NlX68bdpUA0/flZtnD6eVz7VgOYg3UQqhpouUnwEaTD2ikt3MuDVCFoFbRMp91fakRKjCmkUarNqnMeCMidAlXQtg7QJ0kZxKNkYOMtEhkH7uAhiMzI+zvAi5vkzUJw0iktxGn2C8nkL1B5q1VnzvfLv/qC2VXSMZ4BoqY+i0XASD6BUg86B40zrpNoq2FblDzQE2yTWHKTKZJ9MoK94DmHQjZ39zvUb5NjO644WQeyfkhKo4XD8w4cSXrk+H6hcj6SiBnXOuY8+ZFuD7hNpBL82t6jKNx53qNTf/HG71gFlXEWVfk4Ig76j+pMO6mMBlJxrUxTktM/g3CA62HBeD6Do3L4lrWcEDZf4jOERJj+0KykLCwsLi6KFfUhZWFhYWBQtpjXd94/fe1xKw5WGWoUBZGG4F7vb6e7L5X9FpS6H29p0Gb0Cvnxz6nWfhkrtunlwKY6FnO1USZFCGoI66be7VQH44GYtR/DbYQQdPtWnifK+mt/n3XA4r4MvHqklrMCNZbcZFKt9URkpK9if+5aW+deRy/kr7UjLcIVPBRypsvI87TCEIMqBlPZDBHRSNQNb2S5QF6SWOC6T+d0N92fDL0/LYxP+8wZMjEFF1WHuuaq2EXo/BiQg/Pg5qvJ8bqf6KTIQNYiWIc3kIhzSwQ9BFUgqLxPynwdEP4JS5+QDzzO4lsYwVj1w9Gei0BqUOd4pBqRzHuYDi9mmpgAXdAbc0tOvtNTfwXxkSD8FuA7us6BK5JwY90kiKGKqLNkWBkHz3tRYrxSeSy1OLmnxtg0MMOMCxocegZj7I0lV/lIByHug57aO31UiIadfkkkRkf4+/YRCB/4g1/QyKcvXgeukxD85p3ucIPp5KuxKysLCwsKiaGEfUhYWFhYWRYtpTfflcjnJ5XKBgWppUEQVMWepPX9hk7ftjKWqqrpggXrXtVbrstygBEEVxeFxRvWYmyaA+zKAdX2nBv7u6VFa4A0naUqDNcvVL3AAdN+jHZra44HtTvm6Xz3nbfvoKqWKjkVyx7QPDSRievoFBdm64Mqc/nbc1QjgpZ8iEhpyrKjtYWJCd5da9PEPNxzyymfOUzo2hd/FGDDIVBlopOFBmA9gDgpCJiVHdWEMdKjhVxhAa7p1ThhJGRnsrDszvcy//t1xXvljP9mgvw3oZ5fSIb3MczCTZmq7RzGeg4NK6zWAnhqGl517yDmgx9iOGiTmqwzrMQ3fRlBBDBQ2aKk8ncZzYKLFeKUeZxhKwy4kYGS6EarxMlC7ufuwH3icUFAiyiznrJ5/MqE0HH3vuI/rHUhPRKYYocKY1F9QIkGm3GBajsyoU6Y6lNcDj0mFIpWGpPgMGaePOI91UwlIijqd7+cjTXpoV1IWFhYWFkUL+5CysLCwsChaTGu6LzU6LiWZUmNJ3TZb6byzjlfa7G3HOuW2Ol320qPPyMiKZX8MCp5hLM0ZsMgUDe4ClvXdu01TMfzkcaWtauFJdgECOumNxzQTpILOmeP4CG7q1uDgMNpEei5tBJnq8j4SoDAbHtdleNhHScYg3AQo1VGooGoge6tlugjsQzVeGJSC23c89oJGpZ7GMwiULacvn9Y9ktaxqsYY9oE+delEej+SDuwaxL44B2YmTgUov6hcdJWWuQBVnjFWmULaUyQ4oJT7lPioFVmfkZID5zwIKtOga7B/HIGubpAtad8ZdepFGA4Ikq9FwHYvUngQhjdefiyo/isFxxREA7Y1aFtIQ1J1Nwb60lX67YU35qJ8+g4RMyXJsIoCJZ1GYPqo9iE/ObTN0s8IzFC9v8tRz+3Z2YW2guqs1nMwaMKehDZgUo8TjbV6ZSPFS344meKjxAgA56cSHU+TqoNvJim6F2DrwphjHAe3Dkv3WVhYWFhMe9iHlIWFhYVF0WJa033vectJEolVydw6pSJmY5lMysml7QyaDst4qrcM/zIjvYB/EOuwkerB2ScBKvFPsOOnaqcC1AbppJ6hwgyeIiL1oAu6J5197nlOg4Dff+oc3/aReuR2UkE8Pvsim+cLGnDshmotjyBdANf/FaDvqFBk37LM4E5X+cZ2kxI7lER9Zf7UBR3GSgMM+dy5wDoGhkHpBtBjVESRMqV3Yga0mXueVNdlAqKGSRPe+vAe3Q6qmUGkhtor554XqBUcZzztH0xcCUqZCriaSgaIap1NtQ71uh+emaQ9l86s9cppyME6kYaD6kZD5WnQpE4bkxm9lqiQjBkefVoH+7m1Tmni7m71vSO15vrX7diqtDyDXNsakHqEGaRBtw30ad0MXJ3VWoX2gmLNB2cPd6h/Z2Wrfp6IRv2pspbZGvw7PqrKRWJkEOrCPA0ajehnjqB0G0z9waBh0oNZUJxGqpD8vTYS1Xsx5xIDrF3jhGyZpfssLCwsLKY57EPKwsLCwqJoMa3pvr8/cZZUV8elG75mOX8WxVPmGVb/hrrMnwbc1a/LeNY3ry7mu39JnrwglUZVIFfaDJ4jVcS2GHQNKBWX9ihDhaSnSCcZ2VEnClNITAWDUl3fO2br7RhU2mY/PNCioPhUa2Qeh+dG6nVoTCk8t71Mq3E61FZ/PpDwygkoEXuReXUmArKZBoRZYN2+JaU7hiDGQyPwYMNYNVYX1jEV3Lypy6F7+5FV9fhmPZ+aAPXjoW7QNgHqPnrGpfPqrFhUqR3OGc59BiEz+zTnKn/rN7diMX/FI9Wu9DzkcQwPSQTFJkANu5Qg6doEqOigvifdx3YRH3njMq+8u9+ZN9/54WPets3PKg03ieB60n1MD0IfvRmzValLypTnfOySpvy2Y33/TpVlENUrggBdUuP0z8tvD+HaNLKXj4z7bieoVuR5pkf1+mie7ZgRMEMy72+Gf6ebEXvSn3acCruSsrCwsLAoWkzrlVQmk5WJTFbq8XZMGIm28kXDiRpvoQ2IA+Hb3G4kTuSL25ImdRLmSsVdHXD1QAsavokxboJvhXzLJbiPGz/1pmP1Qyo/mPODfh/ePruG9c2Jb/a0fqH4xK3xAAJENuMNnxZB1RFt3/17er3ykkatrz7lf85947oKasxb1nDVWQtX8QUNWCmgbydz/jFBBFcqu3qd87jzaY1de3qrOs2PYB7wQ/YxSzQW78wF6pJ/0UJ9g/7ntTu88iOPHxAR8w138RLd90trVnrlQSSho0CDqyAjlggxYyP52KNmxCxxNRQOWI1xXlMgMhoQBzWZjwniizcttrgS5zhQLMGEiRG85Vdh5eMmLa2gBRnGu7vPP9aqAWIJikJmzNBr9vY/7vXKroN6bVOtt433jsOHlU1pa9M6hodTvvvHYQPGlWk4UxjT1wphRTKp9XHu8ZzHwWjQ+bwMCUcbWnROuuPMFfcE2JQU2AdmjaAVUnmp9v9YSFdPsTq1J4vlk2JSkDI6qnXHcK9zV4OTpf7jNxV2JWVhYWFhUbSwDykLCwsLi6LFtKb7RlIZKQlnjA/PZQGWH258EEkg0h/czvqWIkFYFz4Ukt6gdZF7+AFQaaT+JkC/NFbpcdgWxsoEsFZe9MkJM+sKtomI4Jul8dEfDJKMgkZADkeDZuvJ0wF9Y7QT0p33D+iSfgA0zxBo1UUNenzSWaQb58ZViNKcpw5S6Ic0Gn7iDD1n085JqRAmbuSH9zQot0cOOI70Dzy2V+uj4zNAG51HnzzglUnZRkIas/bAnzXGyR2YcsTtHUaMEendHtAvQW7nnNeRCON2nHOjaIa2XqRXGWMUFLM0jHmbhO2PK0YgHci4q5G0v+CC+ycRRzijTttYX6VU2UieEtyzRzMHkDIth/1PDZIhjoz500gzapWyjMOpPZmf2/VwfSf11nkImQt26XbGKVXX6X2iFm0Zg9XQ8Dgo/fxcHUU/mONdGMclYgoXaho000FJib/juDu0rDs17k/xBTmlkypsbmvAMb2iR+ENIcaTcVKkbF0RRSbnf61NhV1JWVhYWFgULexDysLCwsKiaDGt6b5szvmPrtyG266PsznjJvh3xuyQYlvcrOqbEyK1Xtm09EFcgk8msAkq/UCFMAkcaasqUFVG7ERBzSZVQ9oo7aMkEhFJpJEIEtTWjJhSHV2InejMlytwvkvrlZqbU6P1ldPFGc7JTaBwBkHFNCLxXGV54TkPgyqJR/2pUVKZjFcjVci+jeI4b1zqRHP95okOb1tXp1pY0U2aFjAck017NBHlXtjucLBc6iQNenPpYlUIck6O9U/id1qHSeH400LuPkxQyFiztGHx5V8fz+3AAe2LAShoVyx0KB9ShlSHjhqJIOFuj+OEAq5TP9ujOqj1mMSQrt3jUAtGo3pMUn9lAcf02g6RMGPASIP1dfZ5ZcYmzVmgKlvOQ8Z17dyuylGX+q2u1rp576Kij/OQdkUm9emvcA7nk07SpZ0JDSO4Bgk/uy0RU3FKOi/rxc4h4WVlQFxcfh5OBsRpToVdSVlYWFhYFC3sQ8rCwsLComgxrem+WKRMYpEyw0GbVF0CS31XjccAXtKEdPAmhUYrF9JpDJLkUtYt1UE1Q8qF6j4mKQxyJk7iHGjRtLHLKe/uVcXhjg6lZ6hOSoMWoUqNx6xEG83gSWdJPguBkGcvVoXP8kalQ2vCes6kc3gOlaAIqJDsHlIax+3zw1BTdsCi6NSoJpILcnUnncPkfElYvLj05FUXzfe2feN+VeUd6oCqjK7yGf9g67ecPMMrf36bKv3S+cSQpG3eefosr8y+2nhYg6Y5bkHUCcsu3Ufqi+pD9hXnONWPVOktXaTjzGvMTQ5Iqx3aTbE+0q6kjSoi/rcev6SLVN21NCnVvP8gEn4i6WEQPUVkfShGM2Ba6yOF1Ye6qehrQqJFUqn1MAmIQ104lHTmM2k9ngOP7+4rYqpPSfXy9sHzcD8vMGiX85DJDQk/GyNn/0I1KctRw1FfywxOdinbbMrfxX0q7ErKwsLCwqJoYR9SFhYWFhZFi2lN91WEy6QyXGao5OjNFxTk64esT5I6EZNOofKI9UVChQ7RVPg0QMGzfbeqwbpAyT20R+mhP+5Umulp0EYM/HNpEZP60fNJoR8mJ6H6g8KM1ArpgH5sd1VtHfvVi+/xx/d65aoapfvOPHGmV75wqVJyC2uVFiENx+M3xpQWcXdZ2cRgRX8Hbwauks4aAlU2mtFy1wj91pz/3/us9nELfAbranXcDnYkvTIp274+pef+66lOrxwClTmSdMbtglcu9Lad2q5UGpNMPrRBE+8RaSSbI/3Cskv3cZ6wf8Kgihj4HAe9SyVoVdRfGegq5hi4yevBSBrKgOwJf5qUfoFUCbqHHwZ9OYp2M9Fgbb3Ow2q41GfYbrqJY3zcfQw/Qwa/pqi4xJxt1vlJmjQBJR2TOFKlWFlZqMbj9cvjNzTSL1B/x8SMpNZIIY7mvTpJE0bwKYKq0bIAxSepR863/n5kHZgZL9iXSkzOSZe+nRzPCkLeA2FXUhYWFhYWRQv7kLKwsLCwKFpMa7pvMuf8lwtQ45GCcL3CJrP+tB7TXJQGKO2oTBuEZf5znUoFPbjXoeoO9qsi52CP0hJcDj+7Uym0Z6gGA1XF4N8qBMV6gZtIFzCEZIQM+iOCtmcDVFBuOgAGDk4adILSXb9Zu8Urr9+sdN+qk1XJ9prFjV65WfR86Ffodj8TEEahQiJ9N5BSamVxvdIiNSXwyYMy8IkD6pnnjuc4+ngugrdft1QDbpkA8Uv3bPPKra3wbIMKbNYspYIWLXCovc9cuFjPB+qpAfgiBvn1mQnpCtVbIiJ1ec840pHpgKSH3CdXQVrcXzHG66Mif41R3VXCNtGrEvsEKWKZVoasfEm+W9gnEVyDi5ZoAC0pLtPbkDSYP2XqXkv8u0Evw6OPyrh43D/tDBORTgZQs26Z4xfs1egVJR7399dj20mDuv6CFQjWJ8VnqiIR4Ax6kKlHoujPaigX3d8ODvp7TzY0VBRsz5X532enwq6kLCwsLCyKFvYhZWFhYWFRtJjWdJ+bmZe0HVMTDCCAzPWB41Kc6SfqoGSiKrATCpUfbtQMro9uUiXXwIBSQS4tlgFlRzu/6riqx7hEDwqCIzI+QaRBlBDpOSNQ2M8AUMzAwDQoNHc7FYIMAGSZx+npVIXiXT9XKvNeZPM885R2rzwbAZvzGhwagWMVBf0wiXPrHkHANqjMXoztN+/f7ZUP7FWK9Z1vOFZERK49V4N5qYZjQHYz1Ic3vGmFV97UpakT9iGwmsGQ7ml8Dyk+TkKGV1JcTItgBmtCPRdGWpdxHZexfNCy4QFHNSWDebF9yAjw1rbUluj506fP9cEkbURfPnrajQco+qjEpNLQoBXz1wG9DQ92KpVVhQBi02uONBgpLMxx0GyuBx3VcgyIHoeXZUOr0thNyFbMgGyesxFgTo/PXGHGXOMyxXUaFExLP76uDlUN02fynHOXiIjIpq16DVJxWFlZ6P3obC/33T6GseL5uHXyfHgf4zFdZCcDbkZTYFdSFhYWFhZFC/uQsrCwsLAoWkxrum9iMisTk1kjuHNPn9Ivm3tVydVe49BJtRGmF9Cl6cFhpWp+tEkDKh/eqLReL1R6XFKTznMpGqqA+HdDVYXVLr2tuNQuDQhCdlV9/Ht5uNx33wzUcGw3aRH+lmWXNiwv86+bWT75O1JVTHVgqAF/95xXjtcrDbhokaMAvOS4Vm9bPai3iaye86J6ZpjVdj24I6HHB5X6pQ+c7pVnVzk+cFSXMaibtG8tygtbVAFYiWy8z+zTYx48qIpPl1ratkPTPPwM6VgaG9WPjnOClCGp4WxWt1dUFF7CpFkGB5Wqeu0pqrLM4EC/elRpSKZf6OvTa4LUmrsPlV4TAWkXeI0xOJh0Xz8UqgyCd9WSVF/29uo1mM1qv7F9BK+PbEAgeSpPXwYFopI6d4NWRcxzoz/kIIKcMwbdV6jeY2ZlU/3n75HXD9UwKUli+XGzvfI5eZ/NJ5866G2ra9D5y2NyLpHiow8oKUnOT5eCZtA5y0HegkeCv/pK6otf/KKUlJTINddc420bHx+Xq666ShoaGqSqqkouvfRS6erq+ms3xcLCwsJimuGv+pB64okn5Fvf+pYce+yxxvaPfOQj8qtf/UruvvtuefDBB+XQoUPyxje+8a/ZFAsLCwuLaYi/Gt03PDwsl19+uXznO9+RG2+80ds+ODgo3/ve9+Suu+6S8847T0REbrvtNlm2bJk89thj8opXvOKIjzGZzclkNmf4cHX16TL9t88pFXPFKxyqI4aMsUz/8J+P63J4935NAcDUFmHQAaQAjHJ+aT4G+jBSieyXoHMmkDaClBiVR1QckaIYyyuOSLHRn4t1G+kcQENyH56Dn6rM8AgMoCUmUlpfKCBIkG1keWRQadpn1jvlWvibvekEpf56QI3GQZvVR7WfX7tCg4ZrTmjzyi0IiHbpvEYEJTIok+Uu0GafvX+7V34Uir0ZbRrAe+ox2t6Hn3TmFqk0Uh5Uh1K9FaT8olKqzCc4uwpqOFJCq+dpnzx0QKlH1t3WrBQag9q3IwOxO+azoFBk4PwYlK2kAakirMM4UDkYAYXUne/zs5dou6Pow2e36PVdC59Fng/pNlKpxpzM9yGp+H58KqA/ZXOtqlCDQJ86Xjd+NFcQ9UVfxIF+pch5ndYg9QfT63B+3PZ7R9nKDLz0NuT9hfRtCvegSIRqXn9/P7efqTiMGOlYijAz71VXXSWvec1rZPXq1cb29evXy8TEhLF96dKlMnv2bHn00Ud960qlUpJMJo3/LCwsLCxe/virrKR+/OMfy1NPPSVPPPFEwd86OzslHA5LbW2tsb2lpUU6OzsL9hcRuemmm+Szn/3sX6OpFhYWFhZFjKP+kDpw4IB8+MMflvvvv1+i0egL/+AIcP3118u1117r/TuZTEp7e7tEy8skWl5mBO0y6PM9Z6jKxQ023J1UddCPnlQV30BS6ZwkMmEytQX9r0hzES7dR7qLvngTWaUCSHdNGt5jDCpU6oRKuoqY07cZUBTG30EfTkDRx+OEo/6KKC7jXbrC2JaDYoqZcREEPA6/Myr3WI+hLoTq0q3zjw8qrXYYqs2rz9fg20iAp191udZXVe4/zevzijAq+pi5ecOBhFd+7/f1hatjj75MxeJKj9Hj7ENnzNV6tjsBxKTeOH9M2oRB0/5qqyAPOpeKYbqNKKi0PZj7j+7SYOuaGp0rCaQNaUFqiSXzNbVIZ34sgrzmmJmW20n3pY+A6knmqaNj4Kd40Xz1U/w/2zQwm33Lcx4Y0HlIOo9qwFjMmUNUsY0OKcVGtRypySSoLZ4P50EuIF7VZQGDlXs6l0eSOveZDZiqVao46efpBtU3z6jH70iv4hMBUxEZQeWFaU2c7Qi2z7dlfFzbZKoZpeB3QdnIp+Ko033r16+X7u5uOfHEEyUUCkkoFJIHH3xQbr31VgmFQtLS0iLpdFoSiYTxu66uLmltbfWtMxKJSDweN/6zsLCwsHj546ivpM4//3x59tlnjW3vfOc7ZenSpfLxj39c2tvbpby8XNauXSuXXnqpiIhs27ZN9u/fL6effrpflYEIl5dKpLzUiHH68379XvX+U/UNaG+/8zbypQfVImcIKzCKFRhLRKGB4QQ+6e+6LD4vB3xTpgt5JGAlw5UP4TqSO8fPFhyPb+ep8UJrIxHTxojxU0HwRBJ48WX/UBTC1RD3Yb8RtM/h65K7wuTvaP9zXGudV+YqegTHTOGtsHdc3zL3JGnB4xy0DR/du+Hi/J7vPu6V+7p05cHVE89z+axar9yM1cmbzpojIiJ3/HaH/i7jHy8XlGCOb81jY/7WNO5KijFIjL97cLcKgoaxqqGzOFeVjD+sh9DBXUcaqzhcA0wAKHjzZsJC2jW1QIwwiNWJK1qi5dJ+rHDq6+nsjXNA3VyBsg+Z0NJt+b4BrbuiSuue2aQrOWPVmyXj4BUNgQz7hfeJZH61Q5FFDC76DQ0qihhHmbFJFDFMTCCOECvGxcsc0RDPnSvdUaxAywJWwJOGnZaWaTnlrpq4oqMogytXd1+O0/PhqD+kqqurZeXKlca2WCwmDQ0N3vZ3v/vdcu2110p9fb3E43H54Ac/KKeffvqLUvZZWFhYWLz88ZI4TnzpS1+S0tJSufTSSyWVSslFF10kX//611+KplhYWFhYFDH+Jg+pBx54wPh3NBqVr33ta/K1r33tf1Tv4MiETJZOSNeIUjSGEzjK9+Y/XtOyhFQAKZfaOtA5TODm4+Q79ZgutVYKp+rJgIRsRJmRAAzxCgG0nVsP6+bfx0YKndlFzHiJUIjH0X6hoMOv3aT1gvYhSOsxxorHGUpoXIp7HmwrcfMDu7zyAdjkXLNKBRV96LcaxJLFQN96TCbGrxfzo787ofuCCmF/zlmgiffecfxMrzwKm5x3ney4vZ8OOvC7j2t8FemXgxCIkDox43qYsK8w9or1kULaflDPh1QMY5xKIYoZCbDdca+bEOmmgKSZBKcH4w+HQHEmQU+Ojjp9+EvEO+46pJRlM2iwMGPu0O7JGEQCOA5n6nCeYhzs07ob4XYeJP4wBCIR/1sphSikXt06mTgwSBzDGCiC7aqp8b9W3NgnjnHQZ45IQBwo6WWKSwx39HzWAVpyUUDC47jlyfQLf24QsQazFhYWFhZFDPuQsrCwsLAoWkxrF/R3ff9xKYvEZPF8XZpfdtIMrzwBnf5TOx26L5ViHIr/M5r6fu7DJStB1Z1LxYwOK1VTGnCcMSRTY8ySYZ+D31JJ5m7PBQRi0C6JFBupN7/khiJmwkb3OKkxxGBB+USbpyAqz2h3DhQr2mLQkD5xTQf3aUzM/j3dXplxWt8GXfHZi5Z6ZSbF7AM17B4+jfFuherr/f/nJK+8Ca7mrVCjXfWKOV55TqPST4ybcamWZTM0dOKi5Rp3dGqbzt+vr9vvlf+c0Hgsg24t91dhuciAqqGNkEghjSti0nZUBjImaBCxN0NDzrxpiGtfpUA70wqJ1kq8lmKgsDiH2V6XwjoM1V1TgC0Ru6EGFCfr6wdVNYbzPHzYoZoZB3nCCqVxOZbdsChqQFt4Dn0Jpdo5bqT2/BCkogu6T6UD6DJDmZef5KOMUTNs17Ru0pEEKT7es9xYTRGRqrz6k/RykAO8q+o7UnWfXUlZWFhYWBQt7EPKwsLCwqJoMa3pvp7DA1IaThlKodesVNuUZzo1ANN1mqYaitYjoZC/WzGX4AyIC3I3dlVT1TVK/VCNZSY61GU0rU+yVf6UBqktPwVeUNAsEWTXRNd2qvfc8yTteCRqRaOtZf40E+ss9XFXZh0MoCW1Qtuqdev2eOV/ApXwmQuXeOVrf7LBKzfl1WG3XX6it42JDj94xjyvXEnaiDZcUMnRUqm0pPD9j3W8erG6q7CO5CiDK/3nGBVUo6OFwZiki5kwkDQYE/aNI/iTKjCW60BVuWovjj3pHNJ9VP3xHGjHQ4qRBJBLB42n/GktzjwG/PK69rP4EjGVukMDDt23ZIW65c9v0vm2r2/U93cMiOa5VSPwOag/XfVnkEs7KT62m5Qc9w9DTUyVnkvtkVojxRd0TDqfcx/SeZxnavP0whSeu+8RuiLZlZSFhYWFRfHCPqQsLCwsLIoW05ruq2uskdJIpcybq15uMSxBf7FRVWDuspoOwFwCj45O+m5nmaoYLo25fHb3D0pmZiicYkoLcElP6s2gxHyc10lnJPtVgUZ6rAwuxkxMSKqMyjzSea7SjmrBrEHP5Ar2FREZT6sKiKCCKoieHE44Abq1TbXeNqoL2VaTdoWvGfaJgf74p9cv88pzamL5c1CMpuip5+/YzvpIm6UCnL1d/7ZsgIqNFMkIqK0gyiVEj8YUHc/dvyOxJWkwzN86eKkZHnS+Z2D2s0t7c4rTeZ0YGvWnxAyqjtebTzJC0vlBIC3f10d1ne5DdV3nYQ3cdRvDa33dTk0KSTAppJEIFPuQPmWdxhj6KPZI/ZGyNN3EOd/1t6SATVWdUw5KVkjKrrxctzOQnKiq0vsA557r48f2BTnAe20JUC1OhV1JWVhYWFgULexDysLCwsKiaDGt6b7a2qiURSvk86/SwM02JGpbUKMW++/blxCRqR5otLrn0pVBdaT+dDuX+lnDsv/5JStm4jt/DzYGy1L1x6DYSnGUaSWl/nRXEILSjUTCUCRBjTeRdtpL2pHHzAYEIDLA2WhjgGqJv3WpSo4V+yGKhI5UIpJufHZzl1deu1wVn285Vv31ntzvqD+/8ieoAs9fpO0A3TYKqixe4R9My3lAtZlnhwf6gxQO6bZaqKe6+vWcSwKoNaZAiOd/G0S9mR6TWmEFKB8q88JQ4KUnCgNA/YJGRUzKbsL4HehLtGsygBJz1Y2k0+kXxz5kwkCqcHmN87p2FX0iIlW1Vfm2IoFnWunlOW0ahD0WEEDLdjOYOhSQ3NKlo0uE9yB/n1BTocjUI/4B0X7pWwhSfKRSXa9EkeCElkyZkzKoaafPKyr8U8pw3CYC5mcQ7ErKwsLCwqJoYR9SFhYWFhZFi2lN971/9XyprKqWelAepBqqooW28Z2dusynIsZcIpe8YJkwM4GW+NRHJWBhagWnLVrOZOhvp0HBI0NK/4wOOwGGpLiCfPwI+uVRaefSeiImDefWSVUgj/lC9ObUYxrZeJnQGPW4AcfcN16vlIuhuguoj/6DN9/5tFd+9rD24XtOmuXsizru2tDhlVvjSqc8tDPhla89S4N8G6AYMygXqkJ9VH/clgK1c/aCGq/cgbQdY6BWSLOQFqrIUy5G0hfMPar7xqgKDPsHWwdRPmEvc7K/WpFpSqhSY8oJtoXt5XQqz9PORoZiXD91MVLU/oHP9A7c8LSmR6H6dflyJ7C6pUavh6371AigCR6FnQkN7D3co+NTh0zMBlUXcIfN5sef/nuk0gieT2VlYaC9yFTfP37SKNw3aP5QuWdSn9oufq7gvcwNjB8BfRiNPn+25MkS/xQkU2FXUhYWFhYWRQv7kLKwsLCwKFpMa7rvlxu7pbxiVObFVcUXh7qkY1AVP67HGb2nglJvUAVkKvD8Pa8Id1mdMTLm+ivAxsf9fQHZLtJwpNlcJR8z8BqKOirnQAVQIWiojQJSa/h59zGwlilGjoRu9Es3wvNhOSv+CqeKSmb8hNoq4PDjoxqY+N9rt3lll0679ET10YuRTorocRaerHOMfdvLTKWgnEjnjebVTC2gjVpADzGVSDvSfWw6rNTSgxsPe+VapBMp91FvRcP+l3WKdB/6rQIqRlKfnf2a9bgRaSlcai9U9sLXAxV4QcHR/CnPx1XAVWGOEfQFbG/U8Unj2nvyWU13wvl27LHq0zejLq+UBdW4DAYBT2xRpWh3lwbM85ph8Gsb1IAM9iZlOzxcmBbDUIei36iYC8qoXII0LKRS3X5mug0z6y/vO/7XG/enL+D8WUpNV+TnHD+3MD3IhE+A8+QRZHMWsSspCwsLC4sihn1IWVhYWFgULaY13bf/UFLKopNy8wM7vW2vPUYDN/cO6BLXXb6SVjsSfz0uU82svvQyU5WK3xKW9B2X9KS+6JfH7Qadxt9mCoMKR4eQUgA0IbPeMhCWwbysm7Si2y62iTQHqUQ/VeDU7YHALi7dx+Owf4YGVVVFhaKhdsL+PGceZ8u2HhEReQJU0RderWk92OyRAE8/qvgyDC4d07GY1+AoyaoD5h6pMqbzOKW92is/sOGw7/6Eu52KNk7xClA19VAlMuC0plLnG5WL3aCzXErOUNShY0twnMpKfxo7XElfQn+vTJdODBkB4Ho+VEUOQ3V28LAqeBN9Ss8tXqZZu3n+rtdeWcA8XYbM366KTUTkUKfSoUyhQQo6kXjhtCF+26iMqzbGyl/FOBFAnbn3MtY3Dlu+IAUnqb95s2u98rHtSvGNo//35JWOTKvCYF6OvfspZDL1wp6MInYlZWFhYWFRxJjWK6lQqFTKQqVyAG9Otw3oG+xx8xu9shujYVj3BMSH8K2IoCu1+SZcmHCNdQfZgHClQFsk2ghxhcPVkXtM4+0LKwbGVE0aIg7/RIOTWa72nv+DZlD70intN0PkESCQoLM6xQ3uOdHNO1oR9v0dLXP4gTeGxHMci0QCyR3zH6F//aCuxJe16MrsDUiC14MPz0N4W6zEh2xaGrXX6hu3u/IYY0wT2s0EgHRBP4DVC+ceX8LpyO6KHijgKAtgC/hhPhbxj6UKwT2f1kmd/c411t6sK9Awzqd0knE92ieJhJ5PHUQkQXCbThEKT6cacVe7D+u4HjqgDuatMxu88twZjLXTeryEfRQLBMQdVVI4MFtXFQkIIZiIMkiENZFnJniv4bU8b54KNyisYVtSAVZunO/uCibIxo1gbNSqE3Xuf/hMjQukbda/PrzbK69bv99p06heJ7Qs4z3SFV7l0nqvfj7YlZSFhYWFRdHCPqQsLCwsLIoW05ruGx5JS1mm3LAKMRKXwQnbXWoblFDM35aDdQRRggY9BwrC3Z8flUtKSP350wgjED0w6WF1nX4893MNp/iBtFoVHODdJIIiIsmuXt2nST8Iv5CDOsUXpPgmBcfHOw/3YbtJ1VHEUFWjNjW+vwMlFom8sECDY8LtpJ9cGjZWpdTTDx7cp20CxXZSq9IvEZ9YHhF/+yMRpd8oABiCXdD9O3Se3vNsj1feuE3LdXUUvOg59w0pvRLPXwekZKKgxOK4ToJsmcpD/vOAba8Bleq/r/ZJHShQwzUbx4lBeEQHcS+ehh/3MZaJET33/bAxqqnXa2bZAp3jFYgf47Xnii5KA4QToQBanNQsKT460xvULPrCpfnYDv6dx+RYUYDAuhnDSYGX63LOa4DUMe9Hrz51llf+6Cvne2XOiUGc558h5nFFW8ygYMRaQXjliq1yAbTjVNiVlIWFhYVF0cI+pCwsLCwsihbTmu6LRkJSFg0ZS21axpDOoxuzC8ZDkTI0Ephhqc0YKL+EXyJKS5k0lH/7g2yJmPSQyjw/BMUgsb66ZqWqmOxtuOOgV440tnjlympVprmg4i8E2iQa0v5m7Nb4iCq5jsQuqdQn/oPjQ1qE1J+fA73IlHgajNUIKKLqaqftdOdmfbc/vN8r/7FV6aRWKNPaa5WiWVSvlGVbtY5hZtI5jzT65/Nrd3jl7fmEnFPPgRQfHfuDKDlXecbuHocCbAxUkZ/90FSQtuMYksJzQYqRKkceh21JwjKHMUvlOdBW+fbGAty0SYdyfp6wQudyHPQuEzdO+sVmoVsNBRy2sw8NB/oK//EhPdfcoPu4tkhNTTpnDOVemopcZkvwVw0PDUFZGyq8llg358fwsF4P2xH3lcA9leP9p336ueDgHqWp3ftNkPLXSKQqRxYf5Z3Di9rbwsLCwsLibwj7kLKwsLCwKFpMa7qvpKRESkpKDKsjLnvjcV2mupRcKOSvwCKFFI/rs5vBdildGRs0oOHEnQeX16aiz9+RnLQerYYYwEsFnmuXVBomJQZqkvWVgJYAlTheqhZSqU5NCJfNzvTK1bXVBW0igtzWqTQMUvEY5wnqwrWZCrKtMqkLLZN27epSWrO/q19/jKbU1TlqJgYEUyXFc+uHio7lp/dO+u4/s14p09csd4LKN3ZqgPXTm7t9253L+Z8zxz6G+T5pBHc6/ckAXyrQuD0dEGRKa6Ao+sLPgoeqPFJprNtwxUZbgvq2oRoUZ3nhO/SOjkGvPJjQ/ly5Qi2P2PeGGz2Oz/OsydNZVEp296valnOC1lJM9FgeMG/cZKsiIiP45NBY71yHpN7YV2UBmRN4JaUDWHRjPPPXIRV/vKeNj2n58af0HvDwMWqE8PoVej/46dNK8VFZ7AbvG6pe0I7pcT2Oe5/KvYBpgHc+R7SXhYWFhYXFSwD7kLKwsLCwKFpMa7ovHCmTUKTMUPdR/TI4iEDH/LKb1AppOj912dT6SPExWHegT1Uxsbyqi3VQaUaKjzDosSNIRugmOzQSHXKZj98F0W0M0C1rm+2Vxw+pqq0/3SwiIvUtGhRJsE0jSaVfGEzMc/NzbxcRKRMG6zpjRDUlx4Fl0iUcE/Ii9DRku9zxpLKT1CwpyBEcqLFGKdM6BLY2QqW2G3TjD584JCIiCdBJPOaK+eovd8IsbV8LgkLv26qU5cE+uMCjL0byQalMYkiKj3OSqjtSdQwipYUlndLT+YBWsrGku8Z8ku5NRQuSKJLO6ujXc3Nd5elRt3uXKvrmztN+W95eq21BwyqhuiOFxqBUlwYkdVoNRVsYnwIyAbQ3+5O0XSUo0aiPMYDpoo+5hzKpSe5fEeCqz4Sr7r1xbIy+n76nYFzLTx7QcTh7jk6ELTtV3ednLlDqk4SzALkp/38B2JWUhYWFhUXRwj6kLCwsLCyKFtOa7vv8a5dLrCouX1i73dvGRGQm9ecEl9bUKPVDRR+pPNJzpBKpIiRFUddQ5bvdRVBaD6rbmNoCzJeh6uI+rlomeVADctnw2tntWh36wUiuyIBkUn+z1Zp/pLNTRET6O/UwjW2q/MlkoZgK8O0Khdhves5Mz+GXfoOqKlJ59DgjJUf6oaVV/du2P6eKMKolow2FQcuG3xjmBGnicxYr9blqrvbF73YrFbWnW+ehG+jKeUD/tJ0dCa/ciVQzS2ZqKohGUH/7e7RuqtfclA5jUHIxUDYV4PvGOioDFIDlPukiSmC+OJHxpwzDoJ2Xzar1yqSc0rgOSJu557lrp/ZrFPO0EZRhJ1KwkJrkefKYDOZ1i/Q2LCvR/jZUgaTxtTpD9Ud6biIMNS/Ocziv9GPANKk81hHEijGAmhQflXwDA06/8Lorx32E1x0VeFSFDkOVmBz0T6/hXntBal+/RKq57JGtkexKysLCwsKiaGEfUhYWFhYWRYtpTfctaqmS6niV3Pza5d62q+/e4JWTyKbq0jUjIxPY5k/nkBaoq1NKoSyAtiMt5KdmMtSCUONxCc6lcWocUcMAl+becUbUU05i/h59VPoxW6aRNgMgbRef6QTyJXs022lvhwai1jTpMVl3JAr6kBmIkbaEFEA0QKnk1Ud/xADvOlKCpApjcfVHIx3hKvl6e5XC4HjXghpm9tz1+5NeuQfz6Rl48GWQTsNVe82CT9vew1oHVahjY0qtnLLAX1HJtiThvdaQp78mMa/GoGCtwvjQR4/9xiywMxAM34E2ulRZBQLJJyaRcRmU3WgAbdSIINcw9k9mlHLq6HD6iPOHGWur4LlYCvItQiVogNqM1JqrpAuiBqnuq8TcZOoPgn1bjnWAoa7M3zOYsiRIIUjqjV6A9CPlPYgUuJfSJ8AsICidBq8xKkh5XSdzOoddlBkpjKCyhImAu082LaJ3qWDYlZSFhYWFRdHCPqQsLCwsLIoW05ruq4yEJBYJyYIWVdd96tVLvfIN9zznlcfHneUufdqo3KMqj8qrHFIHlNE/Lcbsm7qsdetkeohMBplFDU8uwXYsr2P+qTpID7pL5qpFK9BWcBQoMrUGU2gwJQfr9gsKrp+p6Q9GBjXQbxCZfhvb1T+totI/OykzGhMM3PUysoIyq66G1X9AUHUVAieZZXX2XKXNdu9QqjKRcGg+0h/0NZs3V6mlJqTn4Pl0JtPYrn8YHlV67Lh8sO4HT5/jbWPA6wjUWDHMPQYHc950Lm31yvduVy+1PzznnFsLKEsq+hjYSwoH9m0yMKz/aEKqmygoL5e2S2NepzBP90F9OKdJr80ZaFc5xo2C2J37E17ZVawdu0LPd3ajUqakVBn8SraY6jkG+Y5TGZctrI/Ufi3mchh+dBPY36BP8duQkaGbczX/+YF0KAJuuZ33Js490n1MuUEF60TKKQcZBBhqY9wD6qF0JAV81knq43f3Ps3M637GIGVIapBK62w+uD5bZr37LCwsLCymOexDysLCwsKiaDGt6b7xiUkpn5g0guqOQQDkP70G1N/PnpOpoKKM1B9RagQG6pGqoSyiKsdVlQ0N0S7f3yafKjou40tKtF0TaS77EZCXV+YZKTSMOvwVhfWNcZxbQEZWLO/dDKIMFqxp0D4eAZVI1V92hga5NjbpMVl3GOowBiC6DAQz0zI7KKkVUnzsQ6q3ZjQq5URvvt5eh7ZsMP6udc9qUGqJdFYSc4Vjf2y79svKFqU+VzTVFJxDY7U2NhWQ/TlITVoHGu4fTlHPxYG8MnDzQQ1ejmOeHkL6CdJ3zfAiHB7XcyMlVu7jRWkEooL64jFJFTH1RxS0+5O71ZfQDboXEVmwwKFJSRMGUXJ836aikWlASAnWgMKrzwdKk74cn/APfB6fIE1IGg4UH8cNvDvbkhh1rivDezLgekwFUH+cE4ZhAPZxPxcEpfEh9cdyHNmQGdR92XE6r399v14f6ZRzPvTJDPLx8wv8fT78VVZSHR0d8ra3vU0aGhqkoqJCjjnmGHnyySe9v+dyOfnUpz4lM2bMkIqKClm9erXs2LHjeWq0sLCwsPjfiKO+khoYGJAzzzxTVq1aJb/5zW+kqalJduzYIXV1+hH6lltukVtvvVXuuOMOmTdvntxwww1y0UUXyebNmyUajT5P7Sa6kykZzaWMt7IafPA7ebZ+MH/neY7Vz38+uM/bxjcRM3EiYkLw5lZZqfuESv0/iHp/D4jloeAiKL6K2423EZ+VUtBH0CCBAkFbqAHY8RgxSfm+rcZHfH6kDUd09cC3qIFujd+iLVJzi9oVsd8q4FadSDhv01xJMfbFfQsVEdm1V4+zdIG6YnOlOzypb6Ic24b8SimGlUkzrHa4euJb8Cg+WHNl/KYTVFzSgI/G3r54I+5G3BFXJM2IH0pgxRYKeMsW0bnygdMcYcbN47u8bQd7VeQygFVKA1YnlVjRhsp0fnYhgWhjrDAmqR5jVl6q9U3QTTzizxbs7NJ2HTyk8TZz5tR65QV5ayvaHA1S5QFQFEJrJ9ofhXPalvmNKhpy+z+BGLWsj21S4XZ/w6IxrMImAlzT3ZUsV4aZrL+Ah4lcuZJizFRq3L9f3PtDSdb/fkWRBQVbW2AvN7xA+2XlDGVFbnzvK7zyF3+yyWk3MiHU1ulKi301kXbmYXbCn72aiqP+kLr55pulvb1dbrvtNm/bvHnqBZfL5eTLX/6y/NM//ZO8/vWvFxGR//zP/5SWlhb5xS9+IZdddllBnalUSlJIi5tMFgaRWVhYWFi8/HDU6b577rlHTj75ZHnzm98szc3NcsIJJ8h3vvMd7+979uyRzs5OWb16tbetpqZGTjvtNHn00Ud967zpppukpqbG+6+9vd13PwsLCwuLlxeO+kpq9+7d8o1vfEOuvfZa+eQnPylPPPGEfOhDH5JwOCxXXHGFdOZdtVtaWozftbS0eH+biuuvv16uvfZa79/JZFLa29tlMpvz/nMxig/w/Gh73rwmETFjG+56WKk/k3pSaoMfcsvLlSIYGaO9EqiG/Id8uiKTZglKnGjGTPknYPR7pwgSP/B8eJwoY4nw23YkjSP273foNCZNYx08d1KZkaiW+zr1wziTHs6eo3QsnZkb87EwPOZktVJ/e/YoxcdzoIiiHq7h3L4F+7v1MwHhEI7JD+OcY2aCOR04WiQtrlNa0/3t04cS3radEDGQNju3skn8YDqVK21VDZo6nZ/b7z9VxRT//sge/A42VKRPx2idpNsZYzVKJ/08dUP6rrna32Irgrm3fr+a4OxAPNTMNqWQjp+jnwXcfmNMVWMVYvvAthkJGEEPxlt0/whinAbHIYQZd5M4Yi6hH0bT2vcUnFBc0Y1rvB6JMIPmUF3M2YeO9p2d2j8U+ASJHoJEU/xEUJp3Gg/KvsD6Vp013yu/ZrkKn7oQW0l68thGpfqve8tKERH5/h8w33Bd7cd4exTk5At/khD5KzykstmsnHzyyfLP//zPIiJywgknyKZNm+Sb3/ymXHHFFX9RnZFIRCKRQo7fwsLCwuLljaNO982YMUOWL19ubFu2bJns3++kJG9tdaLHu7q6jH26urq8v1lYWFhYWIj8FVZSZ555pmzbts3Ytn37dpkzx1EezZs3T1pbW2Xt2rVy/PHHi4hD361bt07e//73v6hjdQ+nZETG5Z5tmhRtWwcS3GFZe9ExDr148SKlGalq+v4f93rlXE7XznGoreiqTuUZVTaSZ5kYh0GFEfclxUd6jnQSVYIBYiJf0IaEsT9c9s+E0q4alFjvUGGsyuHDSkUMDqiCh4o+9lUcNkLl5UphJfq1nkMdKoBpn13rlevyv6WDdgdUajNmaLvbmzXGKYj67B4c893ekE96SKssOl6n0G+lATEd7Ns9/dpvb1ih51+Rr78FruonzYR7POgs0tFg5wzqehiUNumkrrwq8qH96lhP+pK2O3UlOla5nL/Kqg6UKWOs3GMGxfhUoj83dOi4bduvNG1NjR7/lUuUWmJsVv+Ic57VcG+PRTBWAXE4TKKYBK1HlBj0YOHYJsbgNk5XcyTqY4wcY8O4Py2V3nSs3ntOmuWMf0e/zs2r7nraK3fsV7uxMKjzIBsjQx2MRKRegsGAm8fFrzrGK3/i3IVemfRyAsrBJzp1DDlXnznoXNddnXpNM/6wvl5pV/c+mn2p6L6PfOQjcsYZZ8g///M/y1ve8hZ5/PHH5dvf/rZ8+9vfFhHnZnzNNdfIjTfeKIsWLfIk6G1tbbJmzZqj3RwLCwsLi2mMo/6QOuWUU+TnP/+5XH/99fK5z31O5s2bJ1/+8pfl8ssv9/a57rrrZGRkRK688kpJJBJy1llnyX333feiYqQsLCwsLF7+KMkFrQOLGMlkUmpqauQVN94noWhM9u5ReoPKFTryLlnu2Hl87AJd0q5sVXXKfTv0G9kPH9nvlUnPUclFB+L6eiT0ylMAMSz/41C59EAFxMBSqnnSsHWheq4sgN5wEWSfQuqP9CEDmAmes3t807ZJ/8Fz6AMlVw67JNKA/C2VkxMYK5dipErqcJ/W3VKvQYIM2qWibyeUUiOw+qFi0FUjzqhVKoIUMc+5D+c5jEDLftA1Z57Q5pW/skbd6V1ahKQSA3g7mVAQ49ZYjcBvI+hTy4MI+P3iH3eKiEgHqLlxnDuv9GooMVsQwMxkd6SwdiBJo0sFXXxMs7cthjn25AFVrG3aq9dmGHNiNtzRI6AHSU8uaHbGuaWKNkuYeykdq2HQeodAy7cicSPVgCPpwiBb0n59tC+jmnPS/3Y5v1H78DRYs83FXK3C9eZShaO41uhA/0/3bfXK69apYo4UnwEGHPvQgJEKvZaWr9R5et5yHcMF9bpI4FnWQ7TWCPpyK6j7eH5sv/1nvXc+s/GQV25uUQWnm2UiMz4iT37mNTI4OCjxuP59KqzBrIWFhYVF0cI+pCwsLCwsihbT2gV9/75+KQ2PG8qV1HjKd9+GvGKsrUqX5Qz8PaVV1VbPLVS65Nm9Gog6gmBNUkGkfJqanOX9qEGzaPuaoPAyFFuj9OeCCzpoQKrXXNdwJmikYspQXoEmJE1J0MevDso8VxEWlFxwLhSCu0BrDoO6IMVWCbpg9mylRVy/PhGRjrzqL4Kkg+3Nehwq/RiU2o9jdmGfS06Z5ZX/tEPpp468YpHKRtJ9VDhR3ccgRbrnkwoitVTibdONI6CqRjAm1QjsZTJEevcNY3/S1Hu7nPPhWHLsBwa0j49foIq6GaDE9mGfA+hDJml06S+Yhstj+5QO3AoVH2lnUolUTpLuO75daZ+GvFfmGK6BMdB0YP6kDr6aVABSpZcKcHV3vQbpORiB9yUDe5e16P1jJrzuVrTpXA4Z9CDoY22uzi3MCY79V9+oqrvHTlF67sfrNdFgf1LHitc1/UZXHe985qgB1fiTB5U+/OpGVRSODul9j/csUvQ1COCtq1fKdtkCJzD/Mxcu8bb9cYl6ad76001eOZ1XC2bTerzng11JWVhYWFgULexDysLCwsKiaDGt6b5sNiuSzUoGajgm/KKH1cUrnYBSUmykX6i2+uDpc7zywWWqfvnPpzq88uY9pAGVZnID1aj4G0v5U2yxqL/fGak/LrWp9PPajfMp80m+KGIGHVaBqiIVQ9qMcClGUgjswwr8bhYUW4MxPQcq1sbRFwyOZqoOV3XX06d0ANtKHIaSLQZKYxZoyOZq3V6PlCN9Aw5Nuw+pIoLStDQitQM9Ctnn7AvOLbdMyoyqLrY7Aqpu0qCf9Di70W+P7Ul4ZTfNyMCIf9qG049VR5f/e76qXLtAtf7bI7u98nhAEHhpidOWtZs1iJ5elmaiUP0d1Zquck9EhKLVvhGdHy61V4Gg+6CMJQaVh2u5otz/PZx961J/bXG9NlYiUeciBIzz8DwmabsU6EnO2kkfCpjfDYxknqAYVy3Qe9Cps9TvMghUfLqpi274rRosHNyjFLHh84dyLiAlyWCvmiUMDai67/BBJ/h4He6RpxyvNOXJx8/0yhs2O8lRs6kS0ZDlYNiVlIWFhYVF0cI+pCwsLCwsihbTmu4rKSmRkpKSQCXKzNmqYDq2yVGlbOhKeNt+ubHbK69epkqUU2bokpr+YLWgeajw4jHdQFhSWQxmHQfNQyVZHKo3pvmgf51B/+TpAKr4SOuRvgs6Zhna7ZddWESkKa/0M9J9lPvTWmbqEWwHRzOzUWkeng+VdO45U7lIypQqx0meD7Yvn6l03/2bVdH35EZVR7nzpqLCn74rLaVPmpap5iStuv2QUiH3btbjuHRNCHXHIkilwtQsTLmAuhnAu2tQaZZWBOK66SKYkoMGgB88fa5XrmSAd8DYjqK9YZ8M0Gkj7Yz/+24VAoLZriGm1Cnj+WvZDdzlPClDn/D4VADSSjMOKnVmDZSl1UrftubTwDDYttKgbrW+UR+Vo4g5PrwODboPc5UekR6MYF+klMExOYeoImQf8T61La/4/O1aDQ4OIS1OUHAwKVuihL6iqCc15tzvRnpV2fnfB/X+Wg7/xcYZel8+EtiVlIWFhYVF0cI+pCwsLCwsihbTmu5bsLBJQtGYPLfxoG4EXXLqCqTlyFMNv9mi1M8fH9zulf/8uFJyLTNqvTJTMZDyoXrvhMW6fN16ICEiZjArFWNUhtELcAD7tNRp3RVhbRdVQ34qJ9JgDEYkLcCASlI4pC5IV7jsC+mMrJEeQqkvesBN4DxDASkNqBIk3KDYFLKG9iJwcQTUH4Od6fv2k7W7tI0HVYUWiyvdGK91ykF+hqyb2ZojEX+KZBAefJ/4/pNe+dN/f4KIiLxhpSqccj7qPxGREGgWjskhKPAehzce4dZDlSEDjHlM0kOPHNBrgh6FQapUdy5w/pLKIiZAazFlSirD9BO6fxrXmzue9GfkXCK9TJy/WIPATwZ1z99GofrzE472I3CfNCAPyaBpqi8ZbM3rxhwXp784xkaWZfQtKXoBlZnF+aQy/veGPx/MZ9YeBkUNmi6I5idICZZiXcOsvl45QH5JT9XDex0qPDfhn0JnKuxKysLCwsKiaGEfUhYWFhYWRYvpTfe1Vku4skr27FGlThpZJN+yUoMX4/lg0X86f5G3jVkzf7lWg926u1SlFQppFzHYra9Pl/FrXqV+VeOLHZXg1x7a621jSgrSgPTaY+Bo1wAoNFB/VO24dAHpBNISVPQxgJXqLa7Mx0FtkX5y6aI0/k76palG20cKicchxTgRQAuRfnG93JqRoqEJaTj6Eaz4HLwVn31aaV9mM62uU6VfJOqfNsQFKdOmJp1XZhZa9DMosZIS7fMoUiMcSjpjvq9XA48bcD4cNzJPHIcOUGUbEUjeWFOYg41BoY3V+neqxO7ZrEGXP31SUypMBtCDpL0zedM+qi+b6rSvCM6DYfhZTgakvOAccseC59MPP8EBXCf0hDzQrXTodyb2euXOTt1upPTJOGPYCpqf9CVpPQadL2tXWrENysEE0obQT5LpPNxUIfQLfEW7ztM51UxH4x/sPRGgbKUycFePM+eo1gtS9+UCxoT7E66iT0QkO+7c40qREzBrpL2BKjCf1iNXEhJ/p1UTdiVlYWFhYVG0mNYrqSe3dEtZZERmzlQLk2RS31y+/6S+Wb92hSNuWNmkLr7Htunb3+8q9Q1gBG7AE1l9+yuD0GAUbyAfu+sZr3z6cY7r8Mx6rZvCBdrHcFVFQQVf8LmqEn1x81YzaXyk7UVsFkUJjMngW+kYYlV4TO7vvkxzNZQOiLUaz/i/ORHczhiwiclCcQVjaehs3V6rY/UnCAqY2C2K8eTqiCsi922ZdlMchxgTTpYyPgdxZxn0c5hv3LoKfGKP8/H6gS0q4DgODu9XvUJtuCLlhfFIIiLrOhJemY7XOZ3OXszUuQtqvW2bu3XlcfMDKiY53KurCq5qKEZg7FMNVmTuyo9zoi6mfR8y4p4E0Do4b7iKnkBbaiucvmCCwj4IGriS4FzqgciGY9KIGD2uwtzYn35YbBmZA7BiIFPz7NP7xA9lZVjtpLW9XLW4qwyucO5EhgauXiqx/UJYtr3/tNlemaILCkH25pNV8t5FmBZWLyyimEjhfIaVcZKIc7/jOYaQ5JLWddx+JLArKQsLCwuLooV9SFlYWFhYFC2mNd1XVloiZWUlge7fjOdJ5ukAJjpsrlSK4sNrlvoe4wcP6ZL+wD6NJynL6fJ5KKnUwX0P7hQRkapqXaIzpop0EmkoUn/8OMvzOQxX8FTeaqkRCQrTqIOxRCybFjyIqyr3pwf9BBplAbRAGHUw3icUEM8S9onHEjET0nltRQDcBCiFJAQF4QgpU3yoDZgT7sd2UkL8O2mTcrYvoN2MG+IYDuWFHhnQhA9v7PTKe/Ch/58vXuaV6zBXJg3rLz3mPDh0X3fOfBExXbDv2aQU456DoGcCMKE/ldZmnVtLZyqv6DecmYB+M1z88UPOCVKwDbFQwf7tEBhNNMDFfhQU37CWab9kOIsj6wBFS25SzrEx//i7OoiXSMHymqWwhKILIx6OYoyw0xaOJedpFRzj2dZ1m9XBfHeX2mPdcslyPT4GwE3UStEXrY2yAUImwxEd9bkiE6fB2q7Scvd8AqzWOGdyU/7/ArArKQsLCwuLooV9SFlYWFhYFC2mNd1XGQtLKBqWjg5NWsd4iVVLVEF1fFOt83dQAQsjSpXMrVHlD1ep81+nKr1/hdXOzh1Ko3DJ7C6Tx6HiO3hA1UHuMl9EpKFB6+aSfnSU8SRQy0Ch05NXJ9EqaSbqo9qJ5dIAqo4UQT+scVxahjQh6YIjUQQFuXwTpIjc2BHSQ64jtojI1k6oL6Geqor7jyFpODNJpLMT431MJaC/jRBVbZU+iSid3xYeP532pwN7oDTb3KNzeVWNJru7aH6TV34QyQYvW6GxgBvydN7Nv9/hbesGlUgE0aHcXoNrifPMpYb5hsvfIUehoWzlGKYzOd/trqJPRGR8wtlnCPFdtAva1q39NrdeqcnaCqXnepBEcTSi9VSD+huKThj/d85Hz4EqT1pvlQckVGQGBNLHIR8nefZbkM0T6+M+h7t0bN91h9pwXX+Jfrpw57Phao65WRrgXk+F4tg4FMYZJLdETJR7HkH3A8abetTfC986nOMc2W4WFhYWFhZ/e9iHlIWFhYVF0WJa032Tk1kpmcwawXYZqGySsCfx/h6gZglSoFFVdfw8dVRec+IMr/z1e9VSKZlwgiepNONSe3JS23T4UEJ/l9Slc2ur2qNweU/ayk26OAqrmYOwjFnQqgHOTIx3APuYFBYVbpPY7rTdCL6EGo40EFEBzoeWS9EAioSUYGV+HzIRDBTmmDCAl+o59jnVe6TzXFWXSbm8cHCjaS3ln7yQ/eKOoWFBg3NIg866b5sqSM+ep+767H9SSP+1RdVev3/KsToiXcxTMKydENtJZRotgIwklvixe268ZkjDxQMCS4nuIVXGLZ+hNK1L8YmovU8/VHyP7VJLqEUzdI63xZW+Iyox31IIFCbdODhe6PY+CmqWdk4cb6o8w+X+gdy8ZhmE7Y4R50Q5Ang5J8YD7KQ4rzvxyeOjt633yrNn10oB/JR2U8D7FCn1UFTvJX60f1ASRavus7CwsLB4WcI+pCwsLCwsihbTmu47sK9fSsPjxlKSy016vw3mPadaw/APw3KV1Bd975oroBqK6vK6oVKX9F/6+xO98p3POI7SDz2mQcBByhrDC3BEKcvdu7Tc2KTUH4OCXcqHS35SLvvhzbZ6mdJG586t9crrDytFsKNLaUDCpReogCOodIsYbudwswZFwu3s86oIVV3OeQyAtmICRFJfo/BZrKxWdSOpKlPRR+rVOQ6pt5zhAK/9WQsvQPZzAxzmJ7Nwah/WMZzI70+qJg0vM44hk1Wyb0lxpqDW/MMzhwq2k9LM+riKiwQHXc6BDyazBDCRn9uuySyunyAlJMahE76ayVEtj6XhpA+l3/4BZ/yf2TfgbSPFt7xZf5cOcPAmqBatwbXsUpncNgq6NjEGKi/sHyicwX0nKAGi0Za8YpBjyXmay+n2aJT0IWg4tJFef4N9GrS9K3/fIzXH4NwgdR89CqnMYz1+7uglk5x7oP6OkNrzg11JWVhYWFgULexDysLCwsKiaDGt6b5QeUhKy0MG3UeFTD0CJjM+MiPSEqShUhPwvYNX1dw6pXaGQdc8fkA9tEbzy/sIku4N9iutZqaQKPUtU1nDBIxJpCBoaXECkakkIsXFBHc/Q1K7S6BK/IdT1PY/BeriIIJLN+aDS/cPKH01BIoijd+NjFNV5q+MI4VGKqrLJ1iWNKFBvcHXjBQfKQVSJ0GKNZfCDArKDEIV+jwB2qodHm9suxsAyhk4XOZPydFncV+PUpnfeny/7/4pI92KUycDwEnxBdGAbW0a1P75V2kg6JZenbf3PKcBxGV5mq8UDLCRIDFA0re/RynlFbPUC5DX4Y4eneMbdvSKiMixCxu8bYubQHmjRweh5GVAMER8U4KPtexSlX+EspKnQPquDSl4qGDl/qQBGew9gUSX7vVJ2pNKQM5JUwkKWpVJBTG2MQS1Z/L3sgzuaaTpgqhu3oOYWiPounYNDSapsAWVWA7K0t2eTWfF/yODCbuSsrCwsLAoWtiHlIWFhYVF0WJa032lpaVSWlZqKLZaWnSp+4o2Db6tzlN/zGCZgHpsU0/CK/98Q7dX3ov0BkEecK1Il9CdD5bt2LRVG1qhf6+sUrqA6hfSffTNItLIinlgv6N4qqnV+ugFyPZVYql9z/rDXplL9zcuVxpwIc5ncT6wmLHOfUhR0Dmk9MzOhCoKDyR0nwP9ug+9z0gVBmXsdVEB2qQH6TmIdEqPSeUkPdNKSxm07NAbpMwiyiQamV9Jw8Uwh1KgVXeDzlrUon3oqsdKDR87ZvrV4wyC/vnkr7d4Zfq0kaoz1IiZwkBKsjP8XRWop+vOW+iVZzfqHCJluTaiCjuXngsK5M6AOj+I9DJV6DcGdW88qLTi9j0arHvmcW0iIjKrVgelH+k0kuP+WaEHEPy7vVP7jXR0xlAgOm2Z01SFv2t9Ow9p+2K4lng+pCzZb6Ey/3H29sWc4PiZStBJ3+1GEHpA5l13foyP6DW4YLlm9G2boerhWQ167/zdw+pTOpLUec1jkkKsqnH6bu58pWa7kRV6FMd3s/seie+niF1JWVhYWFgUMexDysLCwsKiaDGt6b6KypCURcoNT6y/P0uXsu0NqgRy6ZUh7MsyF+KvWqHBr3UnKQ02I6b1lYOe++lmzbK66TmHTiuv02Vvda0uqZtbtDwyguDGQaVFuAwOCrZzMdCvdAb7obUVdBPUbTEo0371lFJ/W7v0+NecMdcrN+UzADMos7VWFYotNcjeCr9AwqD4QGlQgbhrUM+jI5+aYNDHe3EqDhxWZeWurQmvXBby9+sjPeaq/uhdR3+7IBVdGgom+reREtzTq/0Zz/d5DQLAWR5FP3QO6O/2IIiV9C3pS5P+cf5P+pvnxjQ2H3mVUnzHIusux6QSAdZGNuK8qq6s1F+VOIDA9F5Qs0vba73yYztVSXcIdNrJSD3iBnjvG1CqaBhzacf+hFceHWVma+3bagRbL0Ag8Ow6nbexiHNuUfQx6cPWuNYRg6KPnoL0+ssGBDZzHropTNivVKFy38kARSyVqqWlOraJAdBs+WB33kdmguI7ZYF+Enn1Ak0Hc9mxOg4fv/tZr9zTjVQyp8/zyh97pZMVmud76Vce9sqpUZ0Trho70OdvCuxKysLCwsKiaGEfUhYWFhYWRYtpTfeVlpZKaWmpXLpqgbft4iVKzxnKGh9vr7qYLpGPD9d6ZTOTrJaf7lT65TdblK54fIPSZvEaRx1VHVdqkFQRKT4j6y4C7KiaCcqi6QbNkRpkypIDB7SOJqiWSkBdVEKdtLdbabN/eWi3V3aX8W2g+Kh6mwygx6hea8IxGRjJvp0DVZlLGVSDtmFGX57z8mb93bs37PHKKfSFqYDTOl1PNNIsVFIRzKrLcaMiKxp9/suJ/UOFICnGg6Avg+hG0rpGQGeJm4WV9KbW3dKk6q1hnOdO+DZSdVcWkEZ5X49DzSbhTzgyAp9FUH/s29/u1fEZSuh5NrRoBu3HNmjg+chQPvs0xpJBq5GozqswguebcJ4tCLCewFjR19Ol+xJjUNGh7+sqdazo/zcjrsfceFhpWqoe6b/I8XTrTyBAP4ygWfo5Moszx5N+mqZHY2G6mWwaXpKTpNy1/Oghvb8d16yUYC2vfaZCGtN7mRvAHDZoaf+AZO+eFpTHZQrsSsrCwsLComhRkjMecdMDyWRSampq5A/P7Jeq6rjxpl4WYAPjvoKEAoQIXYP6RnPvdk0k98SehFdOYBU0jFih/n59i3Lfpvk2w6RlfONh2XSl1nbxTdnXciTHff3jjigiqKnRN8s4Vzh4K+MKx3X5/tAZ+pGUqx7aFZUHrJKC3siJSZ/YH05MJho04oSwz7fX7fXKn//qH7RdcLKnZYybmLICggL2Pd9sg+JZjNgnvP1WQhgRz6/Y+xIqIuhD/BAFDXRHpyjCjKHRMmPD3NV40Bs5+41CA8bl0Y7HSNiHD9+pcadMp+ws5ynmobA8gY/npVh18poN65ysyAuVyiPal0wmugB2SXPx5k8xAlcNvH4nsxQ6OP+PY8yqcEyupOjWP7NG27KvX8+Nq1QyOLRLcldbjMcyxgerUYpZxij2wm+Hh/Uew/tNos9ZsSZ7lPl5y9+d4ZVnQUDC5KS0Plu/VS2xgub+Va9y2KyLFqng4qY/aqzVXT97yiu7NkvZ9KgM3PVuGRwclHjcX3QlYldSFhYWFhZFDPuQsrCwsLAoWkxr4URzTUSqqyOSynDprkvQCtAY7i4H+5Vy+e0utT96CA7I/aBlgj5eV1UpHUA7IpfG4UdDUi4EidbBhH68Lg8zzkOX40NDPtYiWHKTtqHIgnEzFG7wI2hNjdIsTLLWN+TQGF/84w5v27tf0e6Vj5+pH71J6hmOygiHCEqIZyag9Crx/R0pOSZAfO9pc73y0sZLvPInf7TRK3fs1Zg2t7/GRpS2idcpbZTN+tO0BMeZ/Wla2TgnVA2hziDo5QHERlHkwg/mFEtwHlZW6v4teVsbfrymRdEwaKBRxBsdOJDQ44xquyjgIdXsbmfyPIPiC4h/CVUppVPTqLFZTc26vY7xS5iH3jmg3YmEtnULtjfW6fXYUqv0Ni2fhtGH7hwiHdeZ0DHZ1aX9wGuWwp44yqS960Ahhst0PNPlhdZSdFVn+2i91SV6bzKpP39q2BNkpfR3Z8zX/g7j3pBEXOKefq2PnwLCaCPpvmj+kwKv0/ecPMsrP7FV77Vbn3USwuYm9F70fDjqK6nJyUm54YYbZN68eVJRUSELFiyQz3/+8wWW8J/61KdkxowZUlFRIatXr5YdO3Y8T60WFhYWFv8bcdQfUjfffLN84xvfkP/4j/+QLVu2yM033yy33HKLfPWrX/X2ueWWW+TWW2+Vb37zm7Ju3TqJxWJy0UUXyfj4+PPUbGFhYWHxvw1HXd332te+VlpaWuR73/uet+3SSy+ViooK+eEPfyi5XE7a2trkox/9qHzsYx8TEZHBwUFpaWmR22+/XS677LIXPIar7tuwu0uqq+MGzURLkq1dGovxw6ed+Istu9VlmQonquEY78LtXFJTBRUDjZPJ0yKdcF/msjgCN29SRaR/eEyqxAjX+mQCzuhMAEiK70iGmG3k+bhu2bEAOuPiY5q1vLjVd59wQDJGKp/oTu/SgOyHJOicEVAhFA6SfqkBVcb9H9+n4//h29aLiMjhHfu8bbEGpS8Ze8O2UG3G8WSf+415NKq0CSlVukWTWqH6kuB5jqM/3d5koj1eG6SzaE/FuKYdW5UOJcVHFaFfjB7j/Jgkj9Q1VaZ19UpT8pz9rqtYhHMDlBjoLmJkjEo33aetWZWd8YpCRSfn7AipNFw/7Hu2i9ZWdFuvi+kYZnxoUNJ9xv2FFk0Yt/4hVRH2QCGawCeKMTiOu/Qtx+H+T7/K93xIE9PK7NdQOx8Y1Hlw/Ay935zQ6lw3vNaqAuIGv/PkARERSY8Oy7cuP/Vvr+4744wzZO3atbJ9+3YREdmwYYM88sgj8upXv1pERPbs2SOdnZ2yevVq7zc1NTVy2mmnyaOPPupbZyqVkmQyafxnYWFhYfHyx1EXTnziE5+QZDIpS5culbKyMpmcnJQvfOELcvnll4uISGen86bW0tJi/K6lpcX721TcdNNN8tnPfvZoN9XCwsLCoshx1B9S/+///T+588475a677pIVK1bIM888I9dcc420tbXJFVdc8RfVef3118u1117r/TuZTEp7e7tEQ6USLS+VTYc0MeF/PLLXK294TpepLkURxTJ/4Xx1AL7sZLVT+s1mVfo9s0VVKaa9DlVdumS/4OSZIiLSlP+/iMjtv9vplft6dBUYr1X6IYhipGIsHlfl02tPX+b8HZTZf/1Bj8OAz9KAYFqygFQEkTpw6ZIcHOWrQWHc84z2cd8I3OhPUGVPNARKjGpEHD/kkxBwAFY7fUNKM5BGYLkSKkr2C4957iJ1el77yfNEROS29fu9bU/tTXhl0ix7uT3Aconu5BxPt28TCT2fGhW3SRsc60nDkbaLI+CXFlVUqx7sUYrZRQRB0OyHIPunE07ULAJNmG8N1Xr8xphDEXFaNcWUNnpsn87xzXuVXi01Au397XNIeblzbwAu6KQGSYVXgGJshDP/WAWosqSOWwLB+K49WA36uAo0GANrQ2g3z58qU1KSCXxSoA2bS2kz6J1jH6RgNRzWjQDqQnssEZ2fl756hbetEc7wkwGqVaoVT2jRyZoY13vjghpVwpZ5ru7sB//kj+89xVEHDw8l5Vu+Rzdx1B9S//iP/yif+MQnvG9LxxxzjOzbt09uuukmueKKK6S11flu0dXVJTNm6IOhq6tLjj/+eN86I5GIRCL+/LyFhYWFxcsXR/2b1OjoqPGWJOLEo7gWHvPmzZPW1lZZu3at9/dkMinr1q2T008//Wg3x8LCwsJiGuOor6QuueQS+cIXviCzZ8+WFStWyNNPPy3//u//Lu9617tExFmKXnPNNXLjjTfKokWLZN68eXLDDTdIW1ubrFmz5kUd68a1OyVcWSX3Pag0F/3EKpCkcPYcR32ybI5SfC2gMPYn9Hcdvaq2Ghvz9zgLch3+4zOOIzoDMenNlkppm4ggb7jmZqWCXn28qudObasVEZEHoFarqtLVJgN/czl/miUIpLBGhp166AfGNjUjkPlPO5QK6BvV/d99kgb/zgBVVVICbziqzfJl9sncJj0OKZIMxoGJ90hzkZahCsulKN59slJc15w1X/xA1VIHKLZ/fUj9ydY9dVDPAfMwklcJ0hGcfUyFHl27STNxTh7oVlqvxIfJJYUzCKdy+k26qk0RkZNBgb5mkSb8bEUgeQSqu/r8bw1Xcajhzp2n9X3tMb0O1iPRIVV8QXS0+w7dWK99QnJqNCCwtwZ0H6m3esPjE0Gs+Wv8ADIBVOGaba7xv2bTGW0NPQI5J5Og+8Ywnm6doTJ/mjCHM50MUOdSlUmn+Ik0kozm5+Ebl6sKl3OPXU/KkErVZtCDr1usWgIzAN+pswKUO/02+zH33Ot7ZMxfnTkVR/0h9dWvflVuuOEG+cAHPiDd3d3S1tYm733ve+VTn/qUt891110nIyMjcuWVV0oikZCzzjpL7rvvPolGo89Ts4WFhYXF/zYc9YdUdXW1fPnLX5Yvf/nLgfuUlJTI5z73Ofnc5z53tA9vYWFhYfEywrT27rv3d5ulNFxpRCwyaC2E5aYbXMtgRVKDBIMOGaTIIE4eh8vkwcG8p16Jrgrpi8fyYSS444qeVOIQgveWNqoa8JuPOgGopJiakK6goUH3JRVCKoD+fi+U8oMUQW+vBhEa1CTat7NTz+2WB5QSu/r0OV55QYvShqTh3PQfDNZkoCFVfAbfhTYyaJh1b+xMeOX1HU4bO6AeW9yi53DaTFU1lYMeiiMQ9+oz5+r+82u98q83qOpx926H5qKH4+iovxcf1ZykB81Ehv70j6uG43iTElowT6nuL79hpVd+Bn3ytT/t1bZgXs+Bp+AFCx3qfHmz9g+TJTIR5j+A6mUqiI27lfoLClgvy1Nho5gHVPcFJZnkOY+jr9JQS9aDGq/OjyeVe1TRHexTqrUOv2sEfVgekAIoB5Uc6dGBEee6juBew0SYZSVaH+smjc3PCGNj2paRpLZ39YXOOC9r1XsDryVSw/RARbOMgF8qTnl9upR1JcYnbdSH5KwTbioem/TQwsLCwmKawz6kLCwsLCyKFtOa7stMZKREJgxKjioXph1wlXmk8iIV/rFXTH/hFxg3dbtfGgeTntHtNQjoC81SuuRghwZAlgYEXf746cNe+YkNjhdhJQJrx5iuANRbExR4O3apGpDebDznELKmuiqfoMzBySQDW3V7K3zSklBI/suDSv29/RQNeD5tjmZZjfmkNiF1QAURqZAeUKNrd2sQ9h+26TmnQKe5VAfTWXQPqnLvWYwJPdguXoKMsAjIZtDjL9IdXrm+3tnnkldogPOftivdxT7sh3KQvoAZjBU9/UgJumM0b3at7gsqjfP0Z5t1Lr1+qapGy07Wwb117W6v/Mgh3f+hvA/mwjl6nI+ds8Arz4IajzTPB0H1PjxT++1nTykFPwY62p1PDPblHOecJJU6btCD/ulO+jBXo/nfkuIjHcg5w/MZYzqNTKFqVEQkHCqcyyKmotNFZhT0GKjHMWRrNu9B4rud2afdAOX1Bwe8bbPg8VkHlWfQdVUC2pdzKF5RSP2Nok9i0cIAfREE4E8c2ePHrqQsLCwsLIoW9iFlYWFhYVG0OOqpOv4WcFN11P2f7znqPsAIVOOStaQw/QNTCpAyNEQnDHbjkp6qnFiheo/BcKQiuPynHT+xc4/SUzNmqCqHVFBPl0NFUXHILL4MJiZmQ+WzbY9SAExbwvb6qfuCQCqAyqMmZEQlpUCW9P/AO3HVAifwMByQ+oKeYBv2q2/jN9epBx/pF9I19HhL5LMUU8VGfzUGZbLdbzuxzSv/7DmlFX8PZRzp0/NeMaegDqZCYLAmU0Sw3UbfgsKq9FG4GSkf0Ic8H9JNVKmtWaZBn8/1qkLznvVK91GV6qIZ9O6/v/FYrzwHQdikbCOY+z/eoArV3zyr/dmfVymS1iJ9l0XqC05PXntU3pIaZb8l8wHPTJ/SgADWIH89+kZyDKlGpP9jzEcZx7EMimnmuA0is3YnFLT7dx7yyrVNtV7Zva9R8ceA/tkIvJ6Pzw/nL1Ul6BmzNMCbKXCo4nQzeFPBScVnlY836fBQUk5ePONvn6rDwsLCwsLiaME+pCwsLCwsihbTmu5reNttUhquDMwQSqoul18yc1/SgQzOJb1A6os9xaDLCgS7tc90lq0MgEtgiT6OQENSEWHQUK3wb9uxP+GV90Gx5i7ZDcoSKTFIN9XWan0MnKwGtdWPANBh+L0pTeptMvohSPHI7YYPGGghKqhIi1y0wqEgXr9cabUqBAnuQNbjLz2yxytn0J9MbdE/7J9aw6VcOFb8O7Om5gLonF546pHijMVYZ759Gf9A3SgoH6qgSC2RKqpAmZlaXfqYVBqpIp4D6yb1x+DsuS1KDZ88R+mYh3c4dPR+0E1j8GGbCYr6q5ce45WZIoJKuv0IDud4tuY9+LYcUpXloS7/jNf0Agyaq2aqkEIFL/uVddCDjsG0pGNJ3XM7/SRZjxvYy5tvkN8k62Dakj4EGTNDt3EP9E5Ii1mq9Yx0H8jyjHlDtWAd7k0nL1Vq+JwFDlVYg/vojCrdl96PLgU9PJSUkyzdZ2FhYWExnTGt46TC0bCUhsPGm4MZz+MfR+FiKKlvcIyvIiYnYX+EN2HGJ3FF5L6hngGLnFa8QW7u1rcf4r8e2utbH89huF9FAtFqfbvxgNcyxoBRREErmRg+FC9cpm8y+5A8b09+JceP8Uzux4/XJvzjyPjRfahKV5htWGH9fkuviIh0DOrf37RcY3nu2c4VpR6nEitJQzCA/hyCO3s8v5Lkm284QMwyDGEJbYyqqxmz5J+8z6+tBw/q6oBjUguXeGP1BqHFO85W13a+cf9yg9Mv5spR/067ICbqJDj3ntrS5Vt2Y/BWztd4sRmw++od1rb+28O6MmJ82TEzar1yF9pLW6rLj3fiyp48qEKin23UdmyF8CeIEOKYmNZjhfuMoI+rwDhQWBOURJKWRwRFF2M+sVHMLjBa4r/S4+q2v1/vWURNnfabwQbk5ypXSa4r/9R9OWd53+F9r+OAxvcd3Nfrle/JX29M5LoISWVPnFvrlZfmxTSjw4UCHD/YlZSFhYWFRdHCPqQsLCwsLIoW01o40XTFHYVxUliyplOFCQuDPvQTtFMilcjYKJb58bFlprPEPXaJxh/MxMfGhY1K5xzTqHEJtAuqqfS3Kvnxz5/2ytGYUw9pPcZJ+cU6iYjMxkdt0hWNcf1tK5JB1lY49TywXSmXbbt0yV/mE4sm8nw0oII0BmNUZufFJ6TsaEczsx4JEFFfLxKr8UP2jg6lSeO0pcqfP8UFpAYpkAhC0OVTEkDd6N+13AH7pUwAbcTDnHa8xpR9eY26mffmRRS/3qGU2IPbdKwoOqC9kB81OfUc2C6XEuQYM1awrU3nGO19RkFtXXCM0rdMeDnqI1Zh89prdfw2HVLqvHNAabCePn9KLBbzp7nc8eE5GsIWXEuMa+L1wzYaCS19bLhERMbyc4vjwOP3dOucqKjUa7MellMcN/6Wc8UdwqC7fFmZPy1PO7YgSnASgVKsx8XwkMZ18r7sCtay6VE5/N3LrXDCwsLCwmL6wj6kLCwsLCyKFtNa3ZfL5iSXzRnUWwmWnYyDcsvhiC75SWeMjejSlDEFLk04tb7MhFJBPL6rfGLszeFBpQ8HoC4bTesS/QuvXuqVm2FTsxtqwN88rK7UnuImYBlPaoOqrl60ZTaSDpIOyOAfJ7bWiojIqxa1eNu++bjaD/3+CbW0If0TFDMVZF/DGKKDeQVgS5MqhRrQJ91JPYe5cHhnLNEBxJDMqDcpYRfDefqJlAyVe3TfTsOJOp32p+SyATFJbl/40X5OfXpMUtSMe6M66/ENalH0/6Aifecpjv3Se+rmettet1Spwee6lPb8LejbTXuVEmRCS4OuMYLjnP/xehgZUYXejh2FcXbO+eh1cluAupG2R5WVTrkK9HffsFJfHPvjZupc3tat7T4EGrAfDveM63LB8RnFdToJp3BebmUBmQ4YA5bA9eaHoPl26omaLHIU1y9jucawvW9Az40KUZdOZCwnabrJyUIad2pbguYtFaLu3Od1QpqSnx/cGNNsWaHa0Q92JWVhYWFhUbSwDykLCwsLi6LFtKb7SstKpbSs1KCZaG9UWRUt+A2XuqT4qNDjmp51k+ILSpi4BE7CLkhD1WLZ3Y2gxz8jSO78BWo3wgRy175JlVxf/eVWp6kB9kOk+Ki84TKeyqv5UB2SxtiZcKg3Uhir5tV55YNQUu06oHQSl/2keUgpsO3cx2WISGHQVmVmvdKAA6M4Ds6zBVZQ1aCT9narws2lUaiMYmI8KvCMfgshiHMi67t/JkOllDPOHJ8gl/yRpM4JulWbqlXd51v37fTKsbCz/8VLlOKbAwf6mXU6xqsW6RzrgyqyG/TU3iGlTNcf1H57Zp8TRNsNKpo2YRMB7u0TmBO8riaQ6HAE5zww4HQolXb7MQ4b0IekDBlgzeBbWo8R7jT0C4IVMecE90nASqy5WelGzieObS3a5SY/NSyXcA10JnTuJxHsTIqvHopcnjPrdPufQcXZEn9VIClOqg6DErgSbr9wXgcFt7tK3skSm/TQwsLCwmKawz6kLCwsLCyKFtOa7svlcs5/DDCDSmx0WJfjfsGl3Jd/p5KqNAdaBp5XpP5WHDvLK584y1n27+3XJXpDzL+bGQB4YFD3Hwa9UAcF0/xaLbe3O7RiMqm/47KcNENDjdICsxqUKouCOnl4u9KNzTVKlbnuxrsHle55tlOpCAYovvEM9ZR7HL5qe+DkTvWWX0CliCrCInA+H4DbN/ttdqOeD2nKFgQkp0Bp0FHaPTzpqXDYPziZ9A8pS9IipELqQK015b3KygJ8JekZNzig/Uw/SdLYnKtDUDreuc5JfPenPaqcO7ZNaajV8zXAvB3zqgXKyUb02zElSl2/drme21B+fj6yp8fb9oPHO7xyZtKfE+J40w9vaEjpRtJPbrLM0gClKBMNchyGQV8O4jg1uA5aQBk35Wmz6iipN1z3oJEnMPn29+l10AS6bQwUcAKejwubmQDSqYeB5P0jE/g7kiVCqUvajKq/GOhOI4A4PxYpqEbHx5G8FedG537eP/iJhMlRSdGHfDwveV2RBgwKHg+CXUlZWFhYWBQt7EPKwsLCwqJoMa3pvlhVpZRGKo1A0JGkKo6o2HMDD40g04DgSwbwMlCX+1TXKo3yxpNUTXVWe6OIiNRGVenWT6UMFGBDoJBOhKfeTCj6Ht6llMoNP33OK7vLayYxJA00CPqQ6qTDPf6pQrhcJ12Qnut4alG51guKkUn3KkCVveF4VY/9HMc5DHUdqT9TQVSYoJLtY1qEDqQuoKdfOerbBc86evO5CkSqx6hY4zlTPTWCJJakYma2+vsiuueTDvDloxKTXpHpST0OFXBVNTr32G9u2od3nqD0828wf9723ce98mkrNDj774/T5JILkDLFTOQH2iyf+mVGTOcpaV8qMQmmhiHlQyUmKax4hdO3ccxx9iuPWe7jHSeitJqISAbXB1Wem3c4KSc4llUI4K0ElVZfzRQ9WncProN6/DbO5KdjuK7yc4FzgvOaaT1IZTIotzSAPibt7F43DAKuqgRNaqRvoV+f1sHrIOiadek80rW8N3G7V1/AmE2FXUlZWFhYWBQt7EPKwsLCwqJoMa3pvpqaqJRFKwxVSn+/KniM4LR84O7okNJDpPIIepJVVCkVUQkPMaq37t2gqRHa80qh4/OedyJmsOQQAhrbEIw3A35bpFa+8oBmNu3vU4rCbWM56CEqckgh9fcpFRFFEDKX7kwBwCBfd2lOFRIVS1QXPrZLFX2nwVPuwuWNXvm/mWUUAYukMfxs/0NlhW0SMWwWjYy0faArEqDnGGTsUhRUHrEfGKhLxVgjAmSrkaJiDHUTZS/g3WfU3aSUYR1SvGzacMArc5xJVboU78d/+ay37fIzVXF56nKl+O57ROfVn+AFeMxiHau3nzjTK5/QXlvQ7m39mlmVtBUpOaZbIbXEfWqM9CnwA8zvz/HmcRhgXl8V8d2HqW4YVN8OVai7DxWkQygfPKjU/eiwztmquM4DXkvVUEgygJjz2p0LVHyGMZZ16JMm3CfYF6Q7SRWGSDXn/8/s07wGgrw0y8sLqbypMBW5+TYF+AIODKgK1aXLs1AcPh/sSsrCwsLComhhH1IWFhYWFkWLaU33lZWVSFlZyZRskf7qEjcwdAzLdQbkTgwpdRFGlsggdR/TK6RqtXzjPY6n3hkrNfPo+05VymXFTK2bFBqJoMmArLb0cnPbTgVjNuuv9OM+pCWoZmK/Een88r1jUJfmTHmQAGVXOqdWjwkaYRDBg8OgCkkNGD5+eXUlKSHSfWTNGBZIRdRQQHBnRYWev6uI4rkzaLcfysHWVlXUkZrk+QTRIun8uRnpHDA+I6Apm+bVe2Wq3npnNnjlJPp/7lJVUbr0KefJ1/57u1cm9dQIuovXz/Z9Stn+K45z+WlK/b1+uaMGzKL3SauRhiKjzjlOqqgXAcnjGMNZ+TZyLBkoXAXVHYODh8f9fefYLipY3Wy7rppQRGQornWUtOk1u3NfwiuTdq2pUbqRNHF/P+43mcLUFEGZrelFSA88quR4/dKj0Ajqz6v7SAeyTZyTvF/yOiFVRwUg2+j+lvdFBk/PwPUz7npmjpfJPnlh2JWUhYWFhUXRwj6kLCwsLCyKFtOa7nNBuoZUTB+ys/Z3OZlIGSwZKoMyrlHpFKbhYLoPLs37uhNeOdGr6p+5Cx0F1YNPH/K2Pb1LffGuu3CRVz5zvh6T9FgMnnXXnDvfK39ot2ZTLc2WFpwPvQiN7MIBlCVBioABi64H4QbQQF1d2q9US5Jua63ScdjRp3QBKQ2qnUg5uaqtCIKqSSeFAmi1JKg3qhtJl3CuuPQX2VUG6pKuILVCSoP9RjqHlI97nqTbEgk9TgnqiOM4VAu2tCg919+r1DQVknPztBRVju0z1X+vEwGspAQJIwEvyr94RhWsh5NO22MYkyoE6tIfkRQfKSkq83oT/vRTps5RzzGFRTardSdBA9ZAeWu0JYj6A23YO+TMz2r8jmUGEzdhTqzbpH3CTNzz5ii1NQA/vi179fp1g2w5l5j6Y6Bfx4q+jVVV/upcwqCv88fh9UWVMgOFCWZDpoKV49YNY4CBfFod+vl1dKiHpJn2xtlnMvX8WYtd2JWUhYWFhUXRYlqvpCYncyKTORkby2Ab7Tf41u48vSkiaGrTmBDaoNBGaBxvYmOj+obKFUQF7GHc33LVNYDkfdfcvt4rf+LNK7zyG1bqh+kJvOWdgdXWJ/5O97/l7s0iIpIa1zdyrpKC7Z+8opG8r6lOYz7o1rwvvwpi4jUepzyib3nPbtY3y94B7R+KEbjCqMJqi2+57j6lJfo7rqT4lssP5n34OGwmVPR/F3NXOEGJGBkzZYo8tI6g5JL8qO6eG89xGP1ZXe2fcJKrEMYBzZhZ65X37Vbbo4Z8XBVd7NP40M34roMH9S2Xcz8KJ3C+ZVOksK3LGVvaJvHc6SDOc67Emz/FDZx7XA27Y8vfcbwTo/5v4rQi4nUwEWBL5cYqDVIEw1gvnE8NVlVzZ6mggoKPp8CcbNusMWgUarXNdhzpF83VBKLtsNWiPRSTf/YhyejQkJ5/8KrKmaycj4zx5PylEIL9RoxzlYx9mpqclX6UY0XLpwnaPDl1TGb941Snwq6kLCwsLCyKFvYhZWFhYWFRtJjWdN/IaFrKJsuNpS4dzFMpuDgP5sUNYV3qdh3o9sqd4HAonKAwgU7U/PDc2KpL9hIfC5xs1t+t+DN3POWVd7xGl+4fPnOuVy7H+bxxhVKCKxucD+JfX6eRBuvxIZfxFM1wtp4DSoEfm+movL1TP4ge7HE+4Pb2Ks1AK57ZszVO5+Lj1Hbn7j+rjQ8FLBWMRRlCn2MMXcqJFAHBD+lG4jtQERwftpc2TiP5j9qkYylQIDUZ9IGZggqTsixMkkhaOg1LmPrZtV6ZtCbnCs+tHnZJB/ZqWw4ecgQVkTmgGlEH44BmIl6vCy7xPCZpwMQwqTCnb+c1aV8RgxCf0BaJgg62qwvzY2aTig5cmBkK/MU2+/CRfg7Ojf1JMN7KdQgvJ3UMWyQmIS0t1XNmHNtmCItGIJZonqH3BsKloPfAcimO5JN0LW9FPzfC6Z8ihmH0OeezS+eNI4FmclCvZSIxoOMQiZIC1rZQWMRrzI2XHOzT86lpUNEOLb5cGj0z5n99T4VdSVlYWFhYFC3sQ8rCwsLComgxvem+4XEpTZdKLhc1trno26/KGtfqqL5FbWeowCONQArHTCYGagn0D/dxqR0/CxQRk6IIIW7mB7/a5JUPwI7nX1+nij66Gy/O24z8O/6eWL3YK1MddPMDu3y3s0w6hw7Q7nk2gXJoBuXAPtl4UGmjelAhVPeNGrZISq9QUTk25lA0jHmLRHTfbtj1mApOHc8wFFlm8kQq7Jxjks5oQLuH4KJvJJvzSWgoEqxidI9JRV84AksbUFKkljKG6tArGm7eM2bpfO7Y7yTvoyqRMWKk3kiDzQPd2InYF7pl8/xD+WulF3OGif4ioOyeRWwQ534zFH0ZJCYkJehS1nOalaKmYozjMLtN9+HYMykn6blxgdos7dRJ26Qgx3rGXbE/eW5J2DzRTovz07Um4tykfRfLQW3h3IsgtpKWV+59aHQU13pC7y8TKT0fWnUNJ/Ra5n2Kn0JI97lZGaKVyEIBBXRfpyoeXRowm/anHafCrqQsLCwsLIoW9iFlYWFhYVG0mNZ0X39nv5SUj0nfqCp7ZDSh5cpar1hV47iSc8nNIE8qwBi4SXqIYD2kcViPi6wRTEtKAfQU1DRrH9zhlX8yRxUyl5/Q7pVdd3IyAXE4F1eDwqoFfbl1j9IvBNVopHZcmi+GbVSasdwNmpJKNvYzVXwsM2g64xN0SeppctJ/DI1gWowDaTOOz9iY097Zs7WPSb9w3BjbGLSdLtJMZucm4RsbG8K+OiZBQaaZgMB0Qa64alhYuYHqDPgkTZvN6hiHoZAcRpB6PZJvDgwqbRUKgWbLt4WBtf0B1N8xc5WOPAgVH+ctg1iZAcBVEVLByb5qRBC0kVwRcyUKWrMHNBwtmtw6mRjQUBFSRQc6lrQr5ywDZ7u79Zxps9XQ4NCdg+hj0t9ByQM599hG0+1Mz8OdNkzEWFmp7abalbZdBuU/om1M0zzA59MF1dClAfZlOS8rgL9F21S86JXUQw89JJdccom0tbVJSUmJ/OIXvyhowKc+9SmZMWOGVFRUyOrVq2XHjh3GPv39/XL55ZdLPB6X2tpaefe73y3Dw8NiYWFhYWFBvOiH1MjIiBx33HHyta99zffvt9xyi9x6663yzW9+U9atWyexWEwuuugiGR/Xp/Hll18uzz33nNx///1y7733ykMPPSRXXnnlX34WFhYWFhYvS5TkjnTN5ffjkhL5+c9/LmvWrBERZxXV1tYmH/3oR+VjH/uYiIgMDg5KS0uL3H777XLZZZfJli1bZPny5fLEE0/IySefLCIi9913n1x88cVy8OBBaWtre8HjJpNJqampkcgFN0tJeYVISumN2Kw5XpnBt+mkQwnWztRkhPFapUKooAnyrQrqKir9XDqJu5rLdaqToA7CPpkM6AqoaX5+zdleuQE0DxroFek9tg+BuFT6hUAXvOsUpRLXdSS88h+e685X7e9dx34bhRqOfUL6g67PJvVHGs45f9ISUfj1BbmQk9oh3UcVIwNXXbQj+HPEZyynno9JMVJFKCizXxyK5BACTuciuSGdz9nWsoCEfUEejVs3dzrb8Lvly3W+G7RnABVDD7o6zLH+ZKGTPQM75yIxYGNcaS0q7crRrh7QSaTh6CZOasuFkfwyQGU5GuAvx/OnctNVV1LxmII6c8K4Nv3VhQZ9iP053/hZoCmvgKT6kkHApPLYz5yTJjXtTwmq0/8LZz/g9UY3cypv+VmA7RoZctSK6QAvUVJ/7qeNbHpUOr/3NhkcHJQ4Es0WtDHwL38B9uzZI52dnbJ69WpvW01NjZx22mny6KOPiojIo48+KrW1td4DSkRk9erVUlpaKuvWrfOtN5VKSTKZNP6zsLCwsHj546g+pDo7nTe5lpYWY3tLS4v3t87OTmlubjb+HgqFpL6+3ttnKm666Sapqanx/mtvb/fdz8LCwsLi5YVpoe67/vrr5dprr/X+nUwmnQdVekwkm5Oyen0o0kePS/OOIWfZnYKH1SiUKGGknCA9VWbQIkxwp3WTtgpaVmt9R5KAUI+ZHFBF2B1Pd3jlj50z/3mPx60LEVD4lTes9MrloBRI//CUf/+s4wcY5F0XDvBGM4OgdTupMradffhCDDTrCAekhaBSi8pBjmdL3tNwlAG0GNcgVaIhtAM9FjQWbjK7cqinKgJSGgSBVFQa+5OYrqlzzufgHn3Z6x9Q5WID/NOYfoKpMGpgx8c+rAeF56bZmAVVHuvLoB+iVEWire0IOOZcGcI8i+SpMMMTEedeWe7fh0Geh9zO/k/nA14Tw6CiAyhq80uAvwKQY0XFJ9NiuApMqjNb4bHZjwSIzc16/e7crv6cDAgn3dd7UPepb3NSglQgyJZUopHKBOPNthJUKNKPzy2zr6gQHIeCNJUvZ9O67flwVFdSra0O/93V1WVs7+rq8v7W2toq3d3dxt8zmYz09/d7+0xFJBKReDxu/GdhYWFh8fLHUX1IzZs3T1pbW2Xt2rXetmQyKevWrZPTTz9dREROP/10SSQSsn69Jv/7wx/+INlsVk477bSj2RwLCwsLi2mOF033DQ8Py86dO71/79mzR5555hmpr6+X2bNnyzXXXCM33nijLFq0SObNmyc33HCDtLW1eQrAZcuWyate9Sp5z3veI9/85jdlYmJCrr76arnsssuOSNlnIN4gUl4hTTObvE2kdugXFap0gufi9boKY0bUIHUMYaZf8Fdb+YFpGQgq9zIT/gpA4oEN6kXopvOgAiwUoNgiFUJ6jIqxQdAsC5uUxrn8jFkiIvLt+3d720gF0KOOSiUiiEJjFljSKAwmdsExKQ+g+Iz9jfQO/gG/blBq1KB3/SndoOy+pDu5P9vrUqUNDUrn8HzLDJWaPxVTFpDhlnPPpZYm4RvpesSJmFRNOCBjLdV1PCYVc27KD/rYjQcoLpmlt65S+2okrcec36i0Uceg7r+v26HoZ6Lf2NZRIzVLgNKPwbdUDjK7dH5+TCBz7gDoNoLpSwhmrJ3IgI7G/IiDMnWvod4eFYHx3sVgb9Jm9M7jvJ6cRCB7pfZnst+p36QGMfZQQLPfauvo/6d9vuWJbV65vl2ZLwbxuuD9dQhegJ66r9SfUpyKF/2QevLJJ2XVqlXev91vRVdccYXcfvvtct1118nIyIhceeWVkkgk5KyzzpL77rtPolFt8J133ilXX321nH/++VJaWiqXXnqp3HrrrS+2KRYWFhYWL3O86IfUueee+7wrh5KSEvnc5z4nn/vc5wL3qa+vl7vuuuvFHtrCwsLC4n8ZpoW6LwhNbU1SGqk0LOGTh1XZVBZT2sqlBEklkb4jXVAWYMGfClAKsexHP4VC6OYAD7ixEaVlysOgXBBUd+ig+u51DToUQBtUUqTvqAAbQbupPGIAImkZbl+z3KFgG5DV9da1Sv31w6+P6UmoUAwCUzSQPnXpt8mAAOIg8PyjAYG4pGvcYOZxUJZsh+HzWOZPkxLcf2REKRp3fjRgrNjHpQG0XllAHxopY0CzuSlHKqs1DQYzpSYbkB6jEh559IDDceqrmJahUK1J6phzrA9+cMyiHOPcwzHT6PM4PCfdgGzSekFZmQ1PO/RbDcabfTvkk2qH/UqvO173CdCAsVghLe20pTArs8gUb8l8X0Si2sejmDMMXmff1yHFCenygQFtV12zKpzd4FrSeqSDaSJQUYVUJqBJSVk2z5ul7R3GtZ/3S2TQbn/Kn0p0P2cEfdaYCuuCbmFhYWFRtLAPKQsLCwuLosW0pvt6tu+QklBUpAwUQV2DV6aSz6VigjzlSCeRhuISnUtwQ51lqGzczLwIOoz5K4K4T6waapoJf9ULt7v+YCQX6U2WMdJJQAEI6iCMc0sgc+eGDqWI3IDfs+c1etsWv1lp1F8huHDtcxr/xsyi4bA/fcrUAIbqLz8uM+u1T0jPDIAWIa2ZDeAEmTG3oU7HwqXtgtIfGOkSDDrJ3w+O6ixmIHZVdVXRwuy2U+sbS/urRjmeCai9KkCPteeDPgcGlO7Zv0sVoaRw/FSBIlNoMFFQARnK02lZkIN1mONJ1EGqbgR11CKtDEWpnJ/teVUfxzsDiqgC8yfFTNi4fDIYQyoDzani/CPofsB5yu30qjTStASobJn2J50PZA0HKEt5PfA+Qf+/0VEEZEMNyN+O5+lRI11QGH0CGpD3F3rwDaPPqxHtXVKqZfeTC+uj4o+fMNy5F+SROhV2JWVhYWFhUbSwDykLCwsLi6LFtKb76ubPk9JwpaFWMZV2+gx2A/X4dyMoFctUojKm8V1c6jNw1Qi69Fnqc6kdlOaBKj7yLFyCc/nsBl2WGSlGqNB74XQjFKmRNjsA1U48T3WMQQEXA8X0uiXqm3j6rFqvfBjZPEnhxKB0nFGlfbsLwX7/vbk33z4oKzHGnT2a7TQGmqkWSi7SVgbVIQqXwqNyj8cMCo7OBGRQJR2cyyH9hE9aFfriGXPW8DzUuhk4S4qPaTHcgNp4nKo8Kg4ZVK59RQqc5xCEqqhTJ4OKSesZ6TnQhynMsd5hPWYNqL8o5q2rGORxRkBZ9oP64pyMlHM89bpKgoKN+nghBmVc5hgzVYapAtZzC/K5NJSl+T4KChIPUhJzf+5jqlIL9+f5UC2YQT8MDep1TwMCw1txUK89KhO9AF1+csC9i/dod15nA+65U2FXUhYWFhYWRYvpvZKqr5KySEyGhvStdQLafK5O3JWPn8hBxHzSmysw/+38CF1WVmgNRLsgvsXwd4QRM4DXfZ5PfZM6WrtxTUHJ8NJZ/4/EfMs1bFCwIjlzlook3LdSrsv41sw4nXrEUs2s0ZgLrtKCLH2WhVTkMv/0KuPYIiL//Ae14qIog87efOPjm2UF3tT91pdB9kPGR/Jxf8GN8ZYJQQPdoCvzb/kMoUsbQgwcB7/LGAky4eCN43OF5c4Fvu1z9Z0cUAueykoVGDHBHT/SJ5P+LtWuaCeOj/WM+yIyxjzEmCDJZR9WeCFcYzNqnDd1rvj590SPrr6DDAbYLs49o40+KykyJUEJP7kP8pQac4JzdXAQgpf8nGR/ZwKc3P3aKiJShTg2tnEwoSuiispIQbujWHVScMG6mS1iEnFfxMiQrqpc2yV3RSVi3tO4qnIzQZSU+c+ZqbArKQsLCwuLooV9SFlYWFhYFC2mNd03MpyW0omQQVeQkiNF4sY6lBpCA62Ldh6sg8nuSP1x+Uza0KUAzJgLxCVMcHmP+gKsdmj59MZXr/DK7gf+VMafTikLcAfnR3/uQ9qwGvSYS+ft7dfki42V+GAakDyv0qDEkIAQdBZjhfyS+t2zTWOwEqCEZrcr7ckP4KybfWvGtxUKE9gO9oMRk4NzY8wSKbGBAbW24tyqy9My3DYM2pf0KecVP4zTzss4T8ad5ceCdB/pF1LajPFh8jrSlBMBiSPd45BqrEL7UqQ6jWSRTBLoFSWO35IaHsrHtzGmqhI04ewmjdOhLVM/aNd5SBg4MKLt3Q+q0BUaMNFhUCJKChdIKZtu8xHf/SmocO8ZvB9x3NjfxngG3Ff4GYExSe7+/b16/Y4xvgrCMNZd06DX2FBCf0vwPunOLdKEUSRaHELy1mSnk7w1l/F3mi84zhHtZWFhYWFh8RLAPqQsLCwsLIoW05ruy2azItmsmWQt4q8YcZfGQQoaqlyo8gnan9QNyy6dF5QAkInVDPoj6680LI/o0v09J7d7ZVe1xCU/nczZKFJ8VDsZ8T6GgqowbqcOtFGMFCjqIEUyRPf4IJo066+q++8djr3Svn6lAxi/RCKTtBH3MWLTAqjPsE8fkkoLUqyVlPhbCiWT2t54XCk0lx4jNRcJmB9pjL3hwk5qNkDJ5sV90UmdVLihbCU16p+4kochTe2OORMKkiad06QU22FQoJOIU6KlUTOSMdIpvXPQ6c/yMl53iLnDPKTqj7FUmw+qxdd7zpztlXf0qZv4zh6njft7lQIkjsS+hxQfHck5P0g7u1SuaRMGum9M+yo5oOUq2BKRBmTZT+lI6o2xTMNJ/ZxAJWgUSt2mVrXZGkyoos8vPpUqvrFhHXvSzrFWJ1liNj0q/vpRE3YlZWFhYWFRtLAPKQsLCwuLosW0pvsi0ZCURcoNuoIwlXxOmctrUmymtRF/5x8sa9ZTaKdClRRX31QiUhVIpczomC7B5yxo9cpNsLtxK81QDYZ+IP1Ca5ojcQ1nv1XlA//KA4KAQ2WFqrypx2d5YtKfniSj8n+OnSkiIusO9nnbbocaqzzArqg0IJg3TCsbI1jX2ScB1VclAh1pi0RqlNTShKA/cZ6NSHDo1jOZ8w+K7OmDHQ3mDSkkjpQ532Dzlf8tFWVukKWImaSuOq50Fx3bqfQjWKd7fM4TOrN/+++O98p9CGb9p99sQbu1birzEiPan1RuuuDIR0FNVqKcymi/9Q0q9fazjaoWvXCZBjNHXVUkxnvz/gFtH5SlQZ8WOCZUYnK7qTZ2fhtkbVQNungw668IDvr8wMvavTwZ+JscVBqOdDDLI0P++1ANODoMOj7fxnHYoWU693rlVK3ap9XPdMrZMv/rYSrsSsrCwsLComhhH1IWFhYWFkWLaU33pcYzUpqdkCiW16UBSq4gb68XQpAbMoPWqMBzj2N4AdLtPMCvimortvWjr12sbcH+Ez7Bv+MT/oG6pPWY0DESQOGRL3AVbuzWYSQRDA4a9u9vBvkyiLbcx4l8a49SDoaTeSnOZ9KfvqQ/GeuepFt1nh4zgrQNxRipQS1TxcigWKrxaqAWHUsXOvATpNtIB3NMJgOCvVmlG4ya8QkuFzGVV6Sk+vtUsUWqm9cS+9+9DkjH9cCZ/tY/7fHKVOvxFOj5OABKsKVWaa76vDIuFTCX2CesOwp6twX05c4DqvSrxvmX5K+sfzhplrdt18Jar/yV36lvJBMg8vxJh/cldN4y2Jv3D9ckgDQ/qTyiAso8IujexHFz5zZpRd6PeFMxjBB4zaBdY6N6PlQDunOrqlaVnYleJHvt2afbw3k/wQntp+eDXUlZWFhYWBQt7EPKwsLCwqJoMa3pvkwmI6WlGZmcpD+Y/7LXVZ9QCZgNoFCMYF5QJAxwqzCSIZIKcepnEkWqYxhIxyU1Pfre8JpjvPI585u1bh9VV1CyuSCEAvz6JgzajInn8nQB+o00YVCg7kRAAHFQn5O6CL9A4kjTf0/3obqPwY3ZANrMLR86pCkspE1ThlQ1auAk3+dI91GNV1eHoFTQjeP5PmLwK737OCdJGZJaMudYAHWd/ynnPcv0hwwKNk+nkValkiq1Ql/EEno1Yt/fPH7QK8+Hz2JbnSoKOT/oy8jEhO45k1ajsjKLMQFLaQT/Mp0IU7aQdn7TMkdBS8/KxpSq4VbMUyWgS92KmHPy/a+Yo3Vj7q3vUpXgr5/t8crd/c71nkioGo7efkfyeaIcdBvHk4HX7vgHUYlBhgJB+0wG1ONSf0zfYaBeqVT3vpfLHtkaya6kLCwsLCyKFvYhZWFhYWFRtJjWdF80GpHSSMQIiiVtRCWdu2QdGtTl6OATD3jl0oUneeXmWUqxkZ6jn1YYij4e36XtuHRmgFssrhQS7etPesUCr/yRM+d55T/tVYpgPzJ7vnqh08agTLJBKkcGTjJYNSj76KF84F8S9OWSJqXEeHzWZyiPQIsw82y8wn/6uWq8aID6kOXyAIoznfHfn9SFS48uXqSZiKui/kpR0p1j6EMq82a0qLKJNGxqopBGYb81NcUK/i5izqsgpFKFXn+kOoPmARELyPBKlPrMM1J2VVUIGh7Va2wcdHAfMmiThqMHn28gOeg7jisVguzPoBQ0TLfy1C4NFD9vvuNNd8/2bm9bBxR69ALsxXZ67Q3h+miJK+17wQINYmXG66F8nfzdph69Hzy0o1/3BQ1IejCBtoyCMvWj7fxS1IiIhEL4VMI+xL0zk4MysJTXOPxB859FKmKqpixfuNh3X6+d6TIJIAcN2JWUhYWFhUXRwj6kLCwsLCyKFtOa7ispKZGSkhKJxQot8KfCVUpxOTqy+BSvHIVaz6CEokzhAW86prkICNz16sMyenxUl+uvulAz7d6wepFXJuPSXqVU0JxqLbuURoBYzlDxHYnSjtUwpcTs+sqC49CjrwoqtnSQhyL6swYqMKrkEggSXDKj2jl2rfa9QVf4HsWkdkIB/n6m76CzT0UYKTEMaknbxyy0TMUQCshMzDF0FWFmmhIq7XRMqGTjeY4HzOsyI1DcKTOrK33n0imo6BBkGouFffevrlYa0E/4RVViNFxIrYuYfVhdodsHhvX4DaDH/NhJzr1wCNcmKCluD+H4gwi25nXA8//xM53O73DwTqQYoWr2fauUiq8D5d9eo8pFKl4TI8gQjXGuz9OjM8N6P1rZpkrINctneGUG6ZP668K9ZGOXeltuPJgs2H8Q3ord3UqyDSf9U29MpPQ4hsIZgcUhqE9depD3v5KMvyrQvR8GqQmnwq6kLCwsLCyKFvYhZWFhYWFRtJjWdF8mMymlZZMyrqteSfSqP1ekQumKugZHeUVPt7a5qrxhAJypEKS3lm5P9uuSmoG49a31zr4I+ovXqxru05cf65XPntPklalUIhqrlYrx8yojPcJ2Z3yCVkVMOssQ3NDe30exRwojSb867EvPuFGoznicZ7oTXvl3W1RhdcFSDZg8brZDezRVIJsog3nR7CAlV2mAT56f16DhbYhhYH2ktpqalNrxUwuKmB547jHTAYHkEVBlQVl3wz5pK0TM83TPg4o/UolUlvYiyLR6oaaDoacfKbF4nNRfYaoO9kM8rnN2925VqTUd31bQVhGRA0jD0oqAXwUpVX+Kj0pQiiJJL5c1V/u2tz9PhTXgHP/hTM2CffLMeq9cB2qUAdn98B8kBc75RtrOvVYyk5y/Wg66fiowD5ZXKz147Ixar5xcotenC84TKi4PI93GrgGl/jZ36T2NwdYHulSBePiwlkfytGFqXOcMg8f9FLa5dGE7/WBXUhYWFhYWRYtpvZIqLy+T0nLzDbNpRp1X5tuqK6goN/YvTFY49XdB8QWG7p8xQflX8WNOmO1t+/yrl3nlFiSyGzdWb/4rEq6w+Kbu7m1+oNd9h/CWV4u3SUGSvrDx9slViO7txvsYH8Oz/h9yuU+F8SFd63tiv741P7ej1yszbqahwklO9zg+AHMlQYFCUOJGY3iYHA775Hy2sT7GOjXW6AduigT2dWobM3jLroz4iz6843BuBqyiaXVj2AHl/FeVrl0SWYF5c/V6GB7RldT2LYe8cjfejmfP0f25UkqDGXBFSEEWY3HEXXWV6dt5F+J6lszUVUBvksnzeG55Sx/YQI3jmBPGKsQrSjnaHY/6J7xshTt6bz4xIoUNc+Ma80YwiSOTLporJh1PrqooAHHnBK87shVcpdFiixhP+6+2+Fv3OgxDHBTOaXl+vc6JBQ16zufN88+owOv6MGK2Nvc518G6/TqX9nZrua+PzvDO77KpctH1fDDsSsrCwsLComhhH1IWFhYWFkWLktxfmg3wJUQymZSamhqZ8Q93Smm4UioqI777GXFAL+IsGU/CeAHq+mdB9HDBSTO98ur5zkfWWbX6AZjL8vWdusA9e47apJASIs1EOoDLbvcjPOOBSBOWBXzUJmL4CM34KU6JoTGnLXsTStt0Ij5jIZKcxcP+lkLVoCv29ms9N92/wyszaZ6bqC0Ki6LGRu3PAcSw1IG2CQWcc6ScVJkUgEkRJwL6sLlGRRzdg3r+g/io3NagbSR15FKiFE4Mj3Ne+dPIPB/aPwWJRbp6nY/dpHbaIRbgMTc8e1jrg0t/DWhNxh8SLp1IV3FDCAI6dhB9xTmxZLbSiqSz+JE+nqep6VhehTnLeKigJJ9Gu9HG3mHEkuXpsQQsrg5CFHDdJWrvcwauWYoROG8GRrTuaIDbvAsjBgr3mooQBSL+tPwEaNDDI7gmQDU35ClotnV7H+jduM7ZigBxDreTSjTEMvm5kAoQoHEMB/P3lOGhpJy2tE0GBwclHldx2VTYlZSFhYWFRdHCPqQsLCwsLIoW01rdFwqFpLQ8JIP9unytqvFX5XhJD2HxEUTltc7UmJ0Tl6kj+puO0biqxU1Ko1RgSe/GJ40gzuG+XequvASJ9LiM5tKd1FsmwAnbpfmoxPOLARIR6UAc1wzYQlENyOOTnnOVbI2IOWuBNUotKCHSWYalEOhLWrmQxvBLhshEbZkAyyWixCdmyCmjTvSn24dmnJT+vbnGn7KlCsug4XD8PtjQuHWaCeZeWJVITAbsn+Bx8n3U3qpzkxRbGBRSHLTeOCgc0qq0z6mpKYyTmpjwj8eiNRlVmf39cBbnPrh+aqGQdFV/KdC+MVJSATGCZQGdSDd1XnvuNVue8o9z+4+1u73y0rcoLUX3dh6yPMBaiypF11Wfv6uCzRCvDdbBecDrNFQKqjnsr2h0sbxZz4H18ZjRcn/qL8gGrW/IoUoZh8k6DsFKzI2VHBvR+/bzwa6kLCwsLCyKFvYhZWFhYWFRtJjWdN/YyJiUTpSYCQZBJ5Hac/ehVdJxJ6j1yTtPn+WVT0BAMANhjcA7LsF9LIU2wf6nG0qiNy7XpTYpNq7KqQiaLPNXcg2Pp43jiZgURh9UUrFyf5uWIGdzJiZ0aa4GJLWjUigToKBkW4dA7ZzQqn0bPkPP81sP7/PKg/nkjumAINcmqOhKfSycREzarjzAEd39KfetCJNC0d+NwBOL52lQhTjnQSMJnbPdsD/i2B9BYkKOG93jhxFcWl/vUHisjgkaWUdtrVK2+/ep4pR97tYnYio+XYukIOVekJKWdQxCSUd6KlOm+zTnKUkGjI+gfVT6hUt4negxOT6luJYqcY2NpkoK9qV92s7tXV553SG1ebpokdpJcQ49jn22dCnF+apF+hmhMa9I5jXIJKBBmQYI7sP+L/WhHkm9cZ4amQigSuweVSpuFLT7OMp7B5Rq3puncpkgkmPMtrpK2YkxDex/PtiVlIWFhYVF0cI+pCwsLCwsihbTmu7LpCekRCaMRIa18KJaMl+X16uWOEG2p4BuaoZiiVQIA9aePaSu6vWgCknJ7YV7cDhPLa3v0KXsFcdrsC8puSBfPiZqI+jA7FIA3Uged3AY/lhwGG6Bm3gvkgvWV2h9htqJ3oF5BVcSSsgaqK2oxqLqbdegnv8CKC6p/jmutdYr33ChtvE3Ox1Pv/vXd3jbmGSypASUXACVx+1GokOfgN80qDxSKxnQyKZaUMukx6jYa0DCQHc+kXpjm5j7rayssH1TMRBAs8Xy40J6jKpEgxqF0o/BvFTm1SGAedyHeq0CBUylH4OwOa/pKUilXxOSHo5MFAY5kyal2/hoWrfPrtM6OCVKcv70Nvdxr31SYlQlVsE9/uFdCa987lwN6N/eC0fwtJ7nufP0fmMEu+fHlgH1dD436F0qf0P+873cx3VfRGn39QeVgnwKgco7u1X5y0SUo7gHcmzTAfPJTZzJ+8GKWerPeA48JOfVOf05PJSU//I9GxMveiX10EMPySWXXCJtbW1SUlIi/7+9sw+Oqrz3+Hc3m928Z0kwCQtZCC8WlYhITAzaSkvuFXBKrVpHJq1pdXRUcgs618bqoM7tUJixt9NKHWx7R9uZQqn0ImLGagOhvNyGQBKC8haCpAlvSYCQbN422ew+94/dPc/3JGchICS74fnMZDicc/ac53fenvN8z+9ly5Yt2jKPx4OSkhJkZ2cjPj4eDocDTz75JM6ePavbRltbGwoLC5GUlAS73Y6nn34aXV3D0ycVCoVCcfNw1Z1Ud3c3Zs+ejXfeeWfIsp6eHtTU1GDlypWoqanB5s2bUVdXhyVLlujWKywsxOHDh1FWVobS0lLs2rULzz777LVboVAoFIoxyVXLfYsWLcKiRYsMlyUnJ6OsrEw37ze/+Q1yc3PR1NQEp9OJo0eP4tNPP8X+/fuRk5MDAFi7di0WL16MX/ziF3A4HEabNuRXxV9HXEIinInS24vlGg6K1QIQvcbBdex9wjLL+V45BK48I6W/o81y5NfYLIfPGSn+tjyVKz0HufAae9CwB5yuwJ43hHsUkRgoTseedqKTvP9I7hsQ5AUk5DHh39aRXDExgeTTQNu5TSx36bx5KDdcdpqd9iPbzZIGF7BLIonodCA3H8tnLDN4bMaBvT20fy5WmUCF/FguCQbi+uiY8LnvDSHlmUME5eqDLuk6C0yzlDcwYHyO2TPOEiIotIfk4EQqitkVkPn00ijLh3LboTwKWZJjWHLrCewn2uD+GrwfLuLIpUe6SFrq7efSEvL+Dd6rvn5huJw520E5/6g8B3sAsiQmqFxFcJ3uPuNcllzk8nhjuzb9rzbjIPnxMVLqTYxliW9ou/UlZeS0/nkk50eHkINbqXhhRqKUPoMBv+Nj5Lxbx5MHJ3kU1pySz4CpU6XNk+zyGpsQL7fTSd7TwU8K9tihkiagv9eDcqSX5NrLccMdJzo6OmAymWC32wEAFRUVsNvtWgcFAAUFBTCbzaisrDTcRl9fH1wul+5PoVAoFGOfG9pJud1ulJSUYOnSpVqW2+bmZqSlpenWs1gsSElJQXNzs+F2Vq9ejeTkZO0vMzPTcD2FQqFQjC1umHefx+PB448/DiEE1q1b95W29dOf/hQvvfSS9n+Xy4XMzEzcMykFiUlJOk8pDlQrPylz5v212t8BslT1yN0yGO/fp8u8fBz8eT+l5p8/1bhPf6+qSZtODkgNTirVESx3MRge0rP4k0hDcJYBPz4myytUBSpgcj5BTu/vTJQeSenkPcUeeCxnnaLqqJybL9hGli10gbrkSZZC1XXLKF/h7nrpWXSBPNOYzDTpAWgPbCchQe7T5ZJyDpeCMFGVFpbKONefzruPy3IY5AP06WRXuVwXiEvr9LiNKzcnkedkcHUXBfiyJNdP3mA2nTxF8phBcDAAxMVxBeDANqLlceNAWZZfuBwMS6Ps3ReKoMzHNrD0x4HKbAMHyFpJtmtzSelvfPJQLzWKH9UFWCeHCLR3uY2DwMfFcVC7nB8fKG3CufhY7mNPSLdbnodf7ZQ5/VY8MFWbnpDInoZUboWkuj4DWZWvzTibcXkOxmyiwOcEuU/eTrBCNyclSBuQN00SnYdZt8hEA6lxxsH7DH86aQ9I7fyc0JULot8FNxcq1+hgbkgnFeygGhsbUV5erqsVkpGRgdbWVt36AwMDaGtrQ0ZGxuBNAQBsNhtsNuOaUQqFQqEYu1x3uS/YQdXX12Pbtm1ITU3VLc/Pz0d7ezuqq6u1eeXl5fD5fMjLy7vezVEoFApFBHPVI6muri6cOHFC+39DQwNqa2uRkpKCCRMm4LHHHkNNTQ1KS0vh9Xq170wpKSmwWq247bbbsHDhQjzzzDN499134fF4UFxcjCeeeOKqPPsAQEBACKGT+NgLbXudlJk6Ov0yUy9JbxsqTmvT+VSegyXB891SimhwyaDdcx1S5mIvrG9l+QP8Qg3RWX7hUTQH0/JP3/jsmDZd/YX8ZhfMRfh/NTLgNZaG2gX3yFyE/5E/WZtmuY8r7KZRyY2zVOVzutUvw7E8xDIlB2uyhLFp7yltuqlRngcL5RFkjbPh5AW5zUBl0RnTUrR5PT3GgbBcliEhzlhqMKpoDBh7WzH6gGDjdXi+SZfTkOS8wDHn0iPd5OU5NdOuTbOnW1+IIEoOor1SuROWavg65RIj7OnXQ/nWOklijDHIH2ehbfCx8uo8/ShfYLzNcP0LF6WXXEoSBdgjmFNP7rOfjuHFLnmM7SRPpZFMzPfYxW55bGOi6VgEJESu4BxH0p+b7ivmDAXFvlUun4n/tXCmNp0abYURweeALs8iB8rSfD7HfD5ZPuTSQLoyMYEL1GGX3odcNZz3w+eKKyTzs4nbwscreI/xvcmevLzt4PZCPCKHcNWdVFVVFb75zW9q/w9+KyoqKsKbb76JrVu3AgDuuusu3e927NiB+fPnAwDWr1+P4uJiLFiwAGazGY8++ijefvvtq22KQqFQKMY4V91JzZ8/X9dbDuZyy4KkpKRgw4YNV7trhUKhUNxkRHbuPp9f6uOhZLRFTj8wQ+aLqm9qB6D3ZLpE1SK5eu58p5T+uJLslxfkMNpFQawv5Dm16WCJDJbM7qIcddyJc47AyjNSEtvbKOPA9lZL2YxzrAWlMjcFG7O3VenuBm06msb0bpK7jlFw8jkKTn4wV0qFtwc8fthDUVf+gKvR9lJqfvJYEyzHUgCgCDHe73P7bYrnHIFUWqKbpIhEyhUWKo+fLmcbzQ96J7EEmEj7ZPnMTdIby3AMn1sjGZAlvulOuzb9+r/dqk2XUlmIXXUXDbcXG0J+MgrQ5aDiEM3WyXY93fJ67yO5hteJMjjOvGf26GPZk+Ecb26Skrlib1DCY7M4hyBLliyVtXFJklgOGJfTuuMZ8O6LG5DbY5lQJ5OSxMWemC0t8v7hZwaXuGEZNM469BhyHk7OMZlKMikfC7bh8Hl5L/O5mGb3y/UnL8j2cQ7BVAoGDyXjW0McZ57vDkj9Qsjzx/bqpEFTVOBfDAuVBV2hUCgUYUtEj6Tc/V5Y+r26Nwp2TPi6U8Y4VUz1j04OHj+vzUtKkm8RX0s1Tq10J6X3OdwiP/DyG8XLWw9r059/7ndkuHWmdKdf+9id2vSGz2Wy3d1H5Fvz6VPyTWiAsnIHnQgA/SgkOG02G38A58zFXChuxng5Ipk3WQZFOyitC8dbBd+KM2gkc4ljdujYn+6Sx+fWyXZtmj/Gd3XKt0zPAKWIog/iEwPn7T+/IWNP3vx7HdlG2ck5LZHPeKjA1wRjlGW8i1Ir8fKcKXZt+hI5cVTS9cTXRBxdQ8E38fh447ieDw7L+LfWTnmsokNkvOZRDb/9Bo/FcNLrsMMJj4zYZh6Zs8NR0IlCl/6IHJY4/ZPumqTtJcRQBn5yUmAnqOBv+RzzujzaMIdwjnF7KE6LnnbWaB4d+ALtM3bI4RE6T/NIivfPWcaz7DJekeO6gkVT+Tqw0rb76Vh5QsRTciWGr6Ukyu3Q9XGmw6/ojKPjzRUS+jvktuMoNowdR1jxOXpRqjwtrAyM8z8/JidLe+M5Lo4drAaGKhiXQ42kFAqFQhG2qE5KoVAoFGFLRMt9QXw633yOhZDD1+XzpgAAfkvzOkiGyqTCZjy8/d+jUpLjInytzVKe6yUniZmz/E4H//3wLG0exxl8K0vG/mSlyg+i7b1SKmq6JD+gHjgh44ca/yU/pAfjjcz8kZoks3j62HqvU0oBDspwfovugyw5VxikTuJ5OomChvG5Dmlb9nhZ8KyXHEtqW+Rx29sgp5NICim+1x/XxbJrVpq0IYGcG/gcsuMCf7xn2/jDczD1DctGLkrzVJgr4/aW3CELV54gJ5OaBooBI5mLHTCCzeI2cezWyfNSJuV1OGZKnwmbYqNCFGA0+h1LeRYbpyi6shzK2wmmTrKEiLWyWIwfKwMhsrOnJctr8vRFGYsYlLlY4uPCkTw/luVLg6J/ANDjYSeSoU47vhDps3SyIh9DksVZgq6ol/epgz4ppJLDS7DgJxdxTA3hBMRyH0umbCfHh3pJ9p6Q5D+2HFN1iVI7uUlyP0fPsaDDxWA4ZdqXF6V0PyM1MbBv42cx1VrV6ApR3HUwaiSlUCgUirBFdVIKhUKhCFsiWu670N2PXlMftjXI4XUmFehqdsnh5MRk//wX75+izfu0Xkp5v9oj44rOXpLyC0t1kyZIyWnKRJk0d3amlLYeud3v1WcPkaJn+i1yGJ2VKiXGPx6QKZo++2ejNt3ZLqUlTilkC3jrsOdTH8VMLS6YoU3nk5cjD8dZAjCHkHb+GvA866a4p5Otsk0sjTpSpIfkA9PkMWEPyTySBCdSdvZmihH56Jj/vJwgGYxjk1hiFCHkLmvc0CJrgF6WCk5Hh0g7E0fHu4Wyt288JL3x+PizDMleasF1OLM2S3ax5CXG50d/ToxTLhnBsi9LUhaKIQwV08XoJMZoPub+f43ipfz7J48xkmzZNpYykyilEcu+QYmZvTM5yzZ7h3X1yXs9OXZoZngAsHCBULLZF/CZC1VwMi6E9yFfk+zRyDFT247KZ9Pz86TsHbxvzMOQKY9flN6C0eTNmzVOPj/a+1j2lnZMtPrlvgvkNcr7TKcihn0ueb810XQcybceuvYWTrtFm+438Fbka5wrOwTTJQ1EG8vMg1EjKYVCoVCELaqTUigUCkXYEtFyX2uPG3HmaPyx9Kg27xv3yozf7N1363j/sHd3o/SW+5+/f6lNc6qZuV+Tw9jG83Lo3kfBtN+gdZ66Rw7jg9JOD0lPoYLWfrtfpjz66ycyIJg99ljiM5Ec0N3pH45zsK+PhuIH/nVJm36VskyzPMUyV3yIdECHTvrlCk5FZDIZy0Yt56Vn1hdfSpkjjiQcS4gAVZY6jLIkt3VIz6OODikNcgFE3g/DEh/brAVsUpPGURqbfzbJwMXqM1JyaSA72cNM53VnkPIplMQXR3IWXzd6bzi5HZZzjIoUssTHvzNKmwToA7+jKWUOB6sapkIKUQyPCVXYroOuJxu1N52ydbcGJFZTiMDamBCVA1gOJWfNkLJmMNjdF2IFns3XOx9PPj5cAPLLQDo2AChLl1L/klv91clZcmfpfN85ef86EqQXrjNZSuosSdqi5D45JZu7zW9bWqyU9eJMxlnNeZ0YA3kXAHpJStbdS4FjcYHc+Dj9EgcyB8+bJ4RX6WDUSEqhUCgUYUtEjqSCbzO93f5Rjq9fjhQ8vXLkY/bQG2qX39Rejvfpk2/EXhN9kO2Rb3MDvXId/iDd1y3X6XTJN+7g25iuFlCIkVR/j2wr26CrbU0fSnkk5Qu0xWeixK/98u2U2+2xyNdJ3Rs+p9fxGY+kvG7/drx9Vx5JeX006qNtD5hphBPiY7vQpc/xr6N7O3ZLxwVvHyXVFfRRm/YzADntMdFlTu3yBusVUbIZnSOKleKO6K2Vr7EBSsLaH03JcznOJeAkwPOivDRKGZDT7Pwx4Kbrk2JbBiyUHqt/6EgqVHyTmfYpOP0R3Qc+ckAYcNN2vEPfeoczkuJjz/4eunRWdJz5uHh6/efcQ9cV39M+Oid8reiSsHLKpxCj+P4rjKT4nHgoifIAlann8+Cl1Fq8zT6637u7/KOW6BBOPb3dcuTeA0orFkUxUzTa6SbHI04SjMAotXuAUplxciWPPLbdNJIbsBiPpNxeabOIZhUhmERZtiOKlnea6bgFTlZXZ2dg+5evnGESw6mtEWacPn0amZmZV15RoVAoFGHNqVOnMGnSpJDLI7KT8vl8OHv2LIQQcDqdOHXqFJKSkq78wwjE5XIhMzNzTNsIKDvHGjeDnTeDjcCNs1MIgc7OTjgcDl2i7MFEpNxnNpsxadIkuAIyW1JS0pi+SICbw0ZA2TnWuBnsvBlsBG6MncnJyVdcRzlOKBQKhSJsUZ2UQqFQKMKWiO6kbDYb3njjDdhstiuvHKHcDDYCys6xxs1g581gIzD6dkak44RCoVAobg4ieiSlUCgUirGN6qQUCoVCEbaoTkqhUCgUYYvqpBQKhUIRtqhOSqFQKBRhS8R2Uu+88w6mTJmCmJgY5OXlYd++faPdpK/E6tWrcc899yAxMRFpaWl4+OGHUVdXp1vH7XZj2bJlSE1NRUJCAh599FG0tLSE2GL4s2bNGphMJqxYsUKbN1ZsPHPmDL7//e8jNTUVsbGxyM7ORlVVlbZcCIHXX38dEyZMQGxsLAoKClBfXz+KLb56vF4vVq5ciaysLMTGxmLatGn42c9+Nqjqb+TZuWvXLnz729+Gw+GAyWTCli1bdMuHY1NbWxsKCwuRlJQEu92Op59+Gl1dXQgXLmejx+NBSUkJsrOzER8fD4fDgSeffBJnz57VbWPEbBQRyMaNG4XVahXvvfeeOHz4sHjmmWeE3W4XLS0to920a+bBBx8U77//vjh06JCora0VixcvFk6nU3R1dWnrPPfccyIzM1Ns375dVFVViXvvvVfMmzdvFFt97ezbt09MmTJF3HnnnWL58uXa/LFgY1tbm5g8ebL44Q9/KCorK8XJkyfFZ599Jk6cOKGts2bNGpGcnCy2bNkiDh48KJYsWSKysrJEb2/vKLb86li1apVITU0VpaWloqGhQWzatEkkJCSIX//619o6kWjnJ598Il577TWxefNmAUB8+OGHuuXDsWnhwoVi9uzZYu/evWL37t1i+vTpYunSpSNsSWguZ2N7e7soKCgQf/nLX8SxY8dERUWFyM3NFXPnztVtY6RsjMhOKjc3Vyxbtkz7v9frFQ6HQ6xevXoUW3V9aW1tFQDEzp07hRD+Cyc6Olps2rRJW+fo0aMCgKioqBitZl4TnZ2dYsaMGaKsrEw88MADWic1VmwsKSkR999/f8jlPp9PZGRkiLfeekub197eLmw2m/jzn/88Ek28Ljz00EPiqaee0s175JFHRGFhoRBibNg5+AE+HJuOHDkiAIj9+/dr6/ztb38TJpNJnDlzZsTaPlyMOuLB7Nu3TwAQjY2NQoiRtTHi5L7+/n5UV1ejoKBAm2c2m1FQUICKiopRbNn1paOjAwCQkpICAKiurobH49HZPXPmTDidzoize9myZXjooYd0tgBjx8atW7ciJycH3/ve95CWloY5c+bg97//vba8oaEBzc3NOjuTk5ORl5cXUXbOmzcP27dvx/HjxwEABw8exJ49e7Bo0SIAY8dOZjg2VVRUwG63IycnR1unoKAAZrMZlZWVI97m60FHRwdMJhPsdjuAkbUx4rKgX7hwAV6vF+np6br56enpOHbs2Ci16vri8/mwYsUK3HfffZg1axYAoLm5GVarVbtIgqSnp6O5uXkUWnltbNy4ETU1Ndi/f/+QZWPFxpMnT2LdunV46aWX8Oqrr2L//v348Y9/DKvViqKiIs0Wo2s4kux85ZVX4HK5MHPmTERFRcHr9WLVqlUoLCwEgDFjJzMcm5qbm5GWlqZbbrFYkJKSEpF2u91ulJSUYOnSpVoW9JG0MeI6qZuBZcuW4dChQ9izZ89oN+W6curUKSxfvhxlZWWIiYkZ7ebcMHw+H3JycvDzn/8cADBnzhwcOnQI7777LoqKika5ddePDz74AOvXr8eGDRtwxx13oLa2FitWrIDD4RhTdt7MeDwePP744xBCYN26daPShoiT+8aPH4+oqKghHl8tLS3IyMgYpVZdP4qLi1FaWoodO3boqlVmZGSgv78f7e3tuvUjye7q6mq0trbi7rvvhsVigcViwc6dO/H222/DYrEgPT094m0EgAkTJuD222/XzbvtttvQ1NQEAJotkX4Nv/zyy3jllVfwxBNPIDs7Gz/4wQ/w4osvYvXq1QDGjp3McGzKyMhAa2urbvnAwADa2toiyu5gB9XY2IiysjJdLamRtDHiOimr1Yq5c+di+/bt2jyfz4ft27cjPz9/FFv21RBCoLi4GB9++CHKy8uRlZWlWz537lxER0fr7K6rq0NTU1PE2L1gwQJ88cUXqK2t1f5ycnJQWFioTUe6jQBw3333DQkfOH78OCZPngwAyMrKQkZGhs5Ol8uFysrKiLKzp6dnSEXVqKgo+Hw+AGPHTmY4NuXn56O9vR3V1dXaOuXl5fD5fMjLyxvxNl8LwQ6qvr4e27ZtQ2pqqm75iNp4Xd0wRoiNGzcKm80m/vCHP4gjR46IZ599VtjtdtHc3DzaTbtmnn/+eZGcnCz+8Y9/iHPnzml/PT092jrPPfeccDqdory8XFRVVYn8/HyRn58/iq3+6rB3nxBjw8Z9+/YJi8UiVq1aJerr68X69etFXFyc+NOf/qSts2bNGmG328VHH30kPv/8c/Gd73wn7F2zB1NUVCQmTpyouaBv3rxZjB8/XvzkJz/R1olEOzs7O8WBAwfEgQMHBADxy1/+Uhw4cEDzbBuOTQsXLhRz5swRlZWVYs+ePWLGjBlh5YJ+ORv7+/vFkiVLxKRJk0Rtba3uedTX16dtY6RsjMhOSggh1q5dK5xOp7BarSI3N1fs3bt3tJv0lQBg+Pf+++9r6/T29ooXXnhBjBs3TsTFxYnvfve74ty5c6PX6OvA4E5qrNj48ccfi1mzZgmbzSZmzpwpfve73+mW+3w+sXLlSpGeni5sNptYsGCBqKurG6XWXhsul0ssX75cOJ1OERMTI6ZOnSpee+013YMsEu3csWOH4b1YVFQkhBieTRcvXhRLly4VCQkJIikpSfzoRz8SnZ2do2CNMZezsaGhIeTzaMeOHdo2RspGVU9KoVAoFGFLxH2TUigUCsXNg+qkFAqFQhG2qE5KoVAoFGGL6qQUCoVCEbaoTkqhUCgUYYvqpBQKhUIRtqhOSqFQKBRhi+qkFAqFQhG2qE5KoVAoFGGL6qQUCoVCEbaoTkqhUCgUYcv/Az558UZdmEoYAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 加载训练好的模型\n",
    "nn = torch.load('./output/cabbage_143900.pkl')\n",
    "# 运行推理\n",
    "test_dataset = CabbageDataset('./data/dataset/test/', (128, 128))\n",
    "test_index = 6\n",
    "test_dataset.plot_image(test_index)\n",
    "output = nn.predict(test_dataset[test_index]['img_tensor'])\n",
    "# 画图\n",
    "output_arr = output.cpu().detach().numpy()\n",
    "pd.DataFrame(output_arr).plot(kind='bar', legend=False, ylim=(0, 1), title=f'predict label: {get_label_of_index(output_arr.argmax())}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-08-05 20:50:51,530 [INFO] [2257720375.py:23] loading dataset...\n",
      "2023-08-05 20:50:51,534 [INFO] [2257720375.py:40] dataset loaded.\n",
      "2023-08-05 20:50:51,535 [DEBUG] [2257720375.py:49] loading image: [1] Leafminer3.jpg\n",
      "2023-08-05 20:50:51,544 [DEBUG] [2257720375.py:49] loading image: [2] Backmoth10.jpg\n",
      "2023-08-05 20:50:51,554 [DEBUG] [2257720375.py:49] loading image: [3] Backmoth138.jpg\n",
      "2023-08-05 20:50:51,563 [DEBUG] [2257720375.py:49] loading image: [4] Leafminer.jpg\n",
      "2023-08-05 20:50:51,571 [DEBUG] [2257720375.py:49] loading image: [5] Backmoth65.jpg\n",
      "2023-08-05 20:50:51,581 [DEBUG] [2257720375.py:49] loading image: [6] Leafminer5.jpg\n",
      "2023-08-05 20:50:51,589 [DEBUG] [2257720375.py:49] loading image: [7] Backmoth41.jpg\n",
      "2023-08-05 20:50:51,598 [DEBUG] [2257720375.py:49] loading image: [8] Leafminer18.jpg\n",
      "2023-08-05 20:50:51,607 [DEBUG] [2257720375.py:49] loading image: [9] Leafminer9.jpg\n",
      "2023-08-05 20:50:51,616 [DEBUG] [2257720375.py:49] loading image: [10] Leafminer (2).jpg\n",
      "2023-08-05 20:50:51,624 [DEBUG] [2257720375.py:49] loading image: [11] Leafminer (3).jpg\n",
      "2023-08-05 20:50:51,632 [DEBUG] [2257720375.py:49] loading image: [12] Leafminer1.jpg\n",
      "2023-08-05 20:50:51,642 [DEBUG] [2257720375.py:49] loading image: [13] Backmoth254.jpg\n",
      "2023-08-05 20:50:51,651 [DEBUG] [2257720375.py:49] loading image: [14] Leafminer4.jpg\n",
      "2023-08-05 20:50:51,659 [DEBUG] [2257720375.py:49] loading image: [15] Leafminer50.jpg\n",
      "2023-08-05 20:50:51,669 [DEBUG] [2257720375.py:49] loading image: [16] Backmoth313.jpg\n",
      "2023-08-05 20:50:51,678 [DEBUG] [2257720375.py:49] loading image: [17] Mildew87.jpg\n",
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      "2023-08-05 20:50:51,713 [DEBUG] [2257720375.py:49] loading image: [21] Mildew63.jpg\n",
      "2023-08-05 20:50:51,721 [DEBUG] [2257720375.py:49] loading image: [22] Backmoth118.jpg\n",
      "2023-08-05 20:50:51,730 [DEBUG] [2257720375.py:49] loading image: [23] Leafminer83.jpg\n",
      "2023-08-05 20:50:51,739 [DEBUG] [2257720375.py:49] loading image: [24] Leafminer (4).jpg\n",
      "2023-08-05 20:50:51,747 [DEBUG] [2257720375.py:49] loading image: [25] Leafminer7.jpg\n",
      "2023-08-05 20:50:51,756 [DEBUG] [2257720375.py:49] loading image: [26] Leafminer (7).jpg\n",
      "2023-08-05 20:50:51,765 [DEBUG] [2257720375.py:49] loading image: [27] Mildew39.jpg\n",
      "2023-08-05 20:50:51,773 [DEBUG] [2257720375.py:49] loading image: [28] Leafminer34.jpg\n",
      "2023-08-05 20:50:51,782 [DEBUG] [2257720375.py:49] loading image: [29] Backmoth346.jpg\n",
      "2023-08-05 20:50:51,792 [DEBUG] [2257720375.py:49] loading image: [30] Backmoth185.jpg\n",
      "2023-08-05 20:50:51,801 [DEBUG] [2257720375.py:49] loading image: [31] Leafminer6.jpg\n",
      "2023-08-05 20:50:51,809 [DEBUG] [2257720375.py:49] loading image: [32] Leafminer (6).jpg\n",
      "2023-08-05 20:50:51,818 [DEBUG] [2257720375.py:49] loading image: [33] Mildew69.jpg\n",
      "2023-08-05 20:50:51,827 [DEBUG] [2257720375.py:49] loading image: [34] Backmoth1.jpg\n",
      "2023-08-05 20:50:51,836 [DEBUG] [2257720375.py:49] loading image: [35] Backmoth170.jpg\n",
      "2023-08-05 20:50:51,845 [DEBUG] [2257720375.py:49] loading image: [36] Mildew17.jpg\n",
      "2023-08-05 20:50:51,854 [DEBUG] [2257720375.py:49] loading image: [37] Backmoth193.jpg\n",
      "2023-08-05 20:50:51,863 [DEBUG] [2257720375.py:49] loading image: [38] Leafminer8.jpg\n",
      "2023-08-05 20:50:51,872 [DEBUG] [2257720375.py:49] loading image: [39] Leafminer62.jpg\n",
      "2023-08-05 20:50:51,881 [DEBUG] [2257720375.py:49] loading image: [40] Leafminer (5).jpg\n",
      "2023-08-05 20:50:51,889 [DEBUG] [2257720375.py:49] loading image: [41] Backmoth101.jpg\n",
      "2023-08-05 20:50:51,898 [DEBUG] [2257720375.py:49] loading image: [42] Leafminer10.jpg\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "测试数据量： 42\n",
      "正确率： 0.6428571428571429\n"
     ]
    }
   ],
   "source": [
    "# 评估模型\n",
    "socre = 0\n",
    "# 加载训练好的模型\n",
    "nn = torch.load('./output/cabbage-hidden10240_143900.pkl')\n",
    "# 加载测试数据\n",
    "test_dataset = CabbageDataset('./data/dataset/test/', (128, 128))\n",
    "for item in test_dataset:\n",
    "    result = nn.predict(item['img_tensor'])\n",
    "    result_arr = result.cpu().detach().numpy()\n",
    "    result_label = get_label_of_index(result_arr.argmax())\n",
    "    if result_label == item['label']:\n",
    "        socre += 1\n",
    "\n",
    "print('测试数据量：', len(test_dataset))\n",
    "print('正确率：', socre / len(test_dataset))\n"
   ]
  }
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